Humaneness PerformanceNetAll references · Download PDF ↗
ContentsHow to read the scalesBody configuration and movement · 8 dimensionsFace and gaze · 5 dimensionsBodily expression and recovery · 3 dimensionsAudible performance · 7 dimensionsRelational conduct · 7 dimensionsReasoning made observable · 4 dimensionsPsychological organisation in context · 3 dimensionsCross-channel relationships · 4 dimensionsEight separate observer impressions

Appendix B

Additional
observation scales

41 proposed dimensions + 8 observer impressions

A more explicit vocabulary for body, face, voice, interaction and cross-channel relationships. Observer impressions remain a separate layer with their own access conditions.

41

DIMENSIONS

Refinements to observed performance.

08

IMPRESSIONS

A particular viewer’s response.

0–6

ANCHORS

Ordered categories, not calibrated measurements.

Humaneness PerformanceNet · Reference library

Part of Humaneness PerformanceNet: Script Analysis authors a performance from source material; Performance Annotation describes recorded or generated scenes. Shared taxonomies support filtering, generation and diverse data selection.

Appendix B / Reader’s guide

How to read this volume

Read the definition, confirm that the evidence is available, then compare the observed interval with the written anchors.

Part of an entryHow to use it
IdentifierA stable lookup code, such as REC-INF or BOD-OPN. It names a dimension; it is not a score.
DefinitionWhat this dimension asks you to describe. Keep the person, interval and relevant target explicit.
AnchorsThe meaning of each available value. Read the words before selecting a number.
What to look forCandidate evidence to record. A cue does not by itself establish a motive or private state.
Do not confuse withThe boundary between this dimension and nearby ideas.

Zero is a value; missing is a different statement

On an ordinal 0–6 scale, 0 is the first anchored category, not a missing value or a universal absence of behaviour. Numeric distances are not known to be equal. When evidence is unavailable or the dimension does not apply, record the reason; a machine-readable null means no assigned value. Do not replace it with 0.

Temporal pattern means the performance can change. Name the interval and describe transitions that one value would erase. Keep confidence and evidence separate from the selected category.

Read the evidence condition first

Each entry explains the evidence needed in plain language, with the exact availability token in smaller metadata. For example, visual_with_target requires a visible performance and an identified target. Code references inside descriptions carry the corresponding dimension name.

Keep the two layers distinct. The first 41 entries describe performance under stated evidence conditions. The eight IMP- entries record a viewer’s impression. A high perceived-threat score describes that viewer’s response; it does not predict dangerousness.

Appendix B / Complete reference

The additional dimensions

These are proposed operational scales in the same definition / seven anchors / cues / distinctions format. They refine the description; they are not claimed to be mutually independent or empirically calibrated.

Body configuration and movement

BOD-OPN

Postural openness

How exposed or enclosed the torso and limbs are relative to the person’s support and task.

Evidence needed: A usable visual view of the relevant body region.

Ordered categories, 0–6 · Evidence code: visual

BOD-OPN valueAnchor · Postural openness
0Torso tightly enclosed by limbs or objects
1Mostly enclosed; only small openings
2Some protective crossing or inward folding
3Neither conspicuously enclosed nor exposed
4Torso mostly exposed; limbs allow access
5Broad, sustained openness of torso and limbs
6Maximum feasible exposure and opening for this body configuration

Postural openness · Observation notes

What to look for: Record shoulders, elbows, hands, chest and pelvic orientation separately; note props and restraints.

Do not confuse with: Open posture does not establish trust, emotional openness or receptivity. Crossing arms for warmth is still a configuration, not a defensive motive. Refines Receptivity & Influencability (REC-INF) without replacing it.

BOD-EXP

Occupied bodily space

Expansion of the body’s occupied space relative to its ordinary supported configuration.

Evidence needed: A usable visual view of the relevant body region.

Ordered categories, 0–6 · Evidence code: visual

BOD-EXP valueAnchor · Occupied bodily space
0Maximally contracted into a small envelope
1Strong contraction
2Some contraction
3Ordinary occupied space
4Noticeable expansion
5Large, sustained expansion
6Maximum feasible reach or spread

Occupied bodily space · Observation notes

What to look for: Limb spread, torso extension, reach and posture relative to a stable camera view.

Do not confuse with: Expansion differs from openness, motion amplitude, social power and apparent size caused by camera perspective.

BOD-ORI

Orientation toward the interaction target

Alignment of the visible body with a documented partner, object or shared task.

Evidence needed: A usable visual view and an identified interaction target.

Ordered categories, 0–6 · Evidence code: visual_with_target

BOD-ORI valueAnchor · Orientation toward the interaction target
0Body directly turned away
1Mostly turned away
2Oblique orientation away
3Side-on or mixed orientation
4Mostly turned toward target
5Sustained direct orientation
6All available body regions strongly oriented toward target

Orientation toward the interaction target · Observation notes

What to look for: Head, shoulders, pelvis and feet can point in different directions; preserve that vector.

Do not confuse with: This is spatial alignment, not affection or attention inferred from posture. If no target is established, use N/A (not applicable or not assessable here).

BOD-SYM

Bilateral postural symmetry

Similarity of left and right postural organisation during comparable task phases.

Evidence needed: A usable visual view of the relevant body region.

Ordered categories, 0–6 · Evidence code: visual

BOD-SYM valueAnchor · Bilateral postural symmetry
0Strongly asymmetric throughout
1Large sustained asymmetry
2Repeated moderate asymmetry
3Mixed or mild task-related asymmetry
4Mostly symmetric
5Strong symmetry with brief departures
6Near-mirrored configuration throughout

Bilateral postural symmetry · Observation notes

What to look for: Shoulder height, weight distribution, limb arrangement; use the person’s own feasible movement range.

Do not confuse with: Not a measure of health, beauty or motor competence. One-handed work and camera angle can explain asymmetry.

BOD-STB

Postural stability

Observed maintenance of support and balance under the demands visible in the scene.

Evidence needed: A usable visual view of the relevant body region.

Ordered categories, 0–6 · Evidence code: visual

BOD-STB valueAnchor · Postural stability
0Support repeatedly fails or collapses
1Frequent major corrective catches
2Repeated instability interrupts the task
3Ordinary corrections maintain support
4Stable with small corrections
5Very steady through visible disturbance
6Exceptionally stable through substantial visible disturbance

Postural stability · Observation notes

What to look for: Sway, stepping corrections, slips, recovery and support changes.

Do not confuse with: Without disturbance evidence, do not award exceptional stability. A stable seated body is not more skilled than an active climber.

BOD-RIG

Movement rigidity

Constraint of joints and transitions into fixed, angular or resistant movement patterns.

Evidence needed: A usable visual view of the relevant body region.

Ordered categories, 0–6 · Evidence code: visual

BOD-RIG valueAnchor · Movement rigidity
0Freely yielding, highly fluid articulation
1Very supple transitions
2Slight stiffness only
3Mixed supple and stiff movement
4Noticeably stiff transitions
5Strongly fixed joints and restricted transitions
6Near-total visible rigidity when movement is attempted

Movement rigidity · Observation notes

What to look for: Neck, shoulders, elbows, spine and knees; distinguish held stillness from attempted movement.

Do not confuse with: Not a diagnosis of muscle tone. Complements Muscular Tension (PHY-TEN) and Movement Flow (KIN-FLO); immobility alone cannot establish rigidity.

BOD-ADP

Self-directed regulatory movement

Prominence of visible self-touch, rubbing, grooming or repetitive object handling that is not the main practical task.

Evidence needed: A usable visual view of the relevant body region.

Ordered categories, 0–6 · Evidence code: visual

BOD-ADP valueAnchor · Self-directed regulatory movement
0None during an adequate observation window
1One brief minor instance
2Occasional unobtrusive instances
3Recurring but secondary
4Frequent and noticeably interruptive
5Dominates substantial portions of the beat
6Nearly continuous; repeatedly displaces the task

Self-directed regulatory movement · Observation notes

What to look for: Mark each event, body region and timing; “regulatory” is a functional hypothesis unless context supports it.

Do not confuse with: Does not prove anxiety, deception, a disorder or an involuntary movement.

BOD-RST

Motor restlessness

Repeated repositioning or movement unrelated to progress on the immediate task.

Evidence needed: A usable visual view of the relevant body region.

Ordered categories, 0–6 · Evidence code: visual

BOD-RST valueAnchor · Motor restlessness
0Sustained stillness apart from necessary task motion
1Rare small repositioning
2Occasional shifting
3Ordinary intermittent shifting
4Frequent shifts, fidgeting or pacing
5Persistent movement competes with the task
6Almost continuous restless movement prevents sustained settling

Motor restlessness · Observation notes

What to look for: Weight shifts, foot motion, pacing, starts and stops; compare within the same opportunity window.

Do not confuse with: A running task is not restlessness; low restlessness is not evidence of comfort.

Face and gaze

FAC-TEN

Visible facial tension

Apparent contraction or bracing of visible facial regions, recorded region by region.

Evidence needed: The relevant facial regions are visible.

Ordered categories, 0–6 · Evidence code: face_visible

FAC-TEN valueAnchor · Visible facial tension
0Very loose facial set without visible bracing
1Minimal regional contraction
2Mild local contraction
3Ordinary expression-related contraction
4Clear sustained contraction in one or more regions
5Strong jaw, brow or lip bracing across the beat
6Extreme sustained facial bracing or clenching

Visible facial tension · Observation notes

What to look for: Brow, eyelids, jaw, lips and chin; record onset, release and asymmetry.

Do not confuse with: Visible muscular appearance is not measured physiological tone. Separate expressive movement Facial mobility (FAC-MOB) and whole-body Muscular Tension (PHY-TEN).

FAC-MOB

Facial mobility

Frequency and range of visible facial changes within a beat.

Evidence needed: The relevant facial regions are visible.

Ordered categories, 0–6 · Evidence code: face_visible

FAC-MOB valueAnchor · Facial mobility
0No discernible facial change in a sufficiently visible interval
1Rare tiny change
2Occasional small changes
3Ordinary responsive facial variation
4Frequent clear changes
5Rich, nearly continuous variation across several regions
6Rapid, extensive changes throughout the beat

Facial mobility · Observation notes

What to look for: Count and time changes rather than judging a single expressive still.

Do not confuse with: Low mobility can be deliberate containment, camera limitations or an individual baseline; not emotional absence.

FAC-ASY

Facial expressive asymmetry

Difference between visible left and right facial action during an expression.

Evidence needed: The relevant facial regions are visible.

Ordered categories, 0–6 · Evidence code: face_visible

FAC-ASY valueAnchor · Facial expressive asymmetry
0Near-mirrored action
1Very small intermittent difference
2Mild repeated difference
3Clear but moderate asymmetry
4Strong unilateral expression in several moments
5One-sided action dominates most of the beat
6Almost entirely unilateral expressive action

Facial expressive asymmetry · Observation notes

What to look for: Use frontal-enough visibility; store static baseline asymmetry separately from changing expression.

Do not confuse with: Do not infer neurological status, dishonesty or contempt from asymmetry alone.

GAZ-CON

Partner-directed gaze contact

Share of available time in which the visible gaze is directed toward the identified interaction partner.

Evidence needed: Both eyes and the relevant target are visible.

Ordered categories, 0–6 · Evidence code: eyes_and_target_visible

GAZ-CON valueAnchor · Partner-directed gaze contact
0No observed partner-directed gaze
1Very brief isolated looks
2Occasional short looks
3Intermittent shared orientation
4Frequent sustained looks
5Almost continuous contact with brief breaks
6Unbroken partner-directed fixation over the unit

Partner-directed gaze contact · Observation notes

What to look for: Retain durations and uncertainty; distinguish face-directed gaze from verified mutual eye contact.

Do not confuse with: Contact has culture-, task- and person-dependent meanings. It is not a direct measure of honesty or social skill.

GAZ-SCN

Gaze exploration

Rate and breadth of changes among visible or inferable gaze targets.

Evidence needed: The eyes are visible clearly enough to assess.

Ordered categories, 0–6 · Evidence code: eyes_visible

GAZ-SCN valueAnchor · Gaze exploration
0One sustained target, no scanning
1Rare small shift
2Occasional shifts within a narrow region
3Ordinary changes among a few targets
4Frequent shifts across the scene
5Rapid scanning over many targets
6Continuous wide-ranging scanning with little dwell

Gaze exploration · Observation notes

What to look for: Target, dwell duration, head versus eye movement and any missed visibility.

Do not confuse with: Scanning does not establish hypervigilance; a search task may fully account for it.

Bodily expression and recovery

PHY-BRT

Respiratory disruption in the performance

Observable disruption of breath rhythm or breath support relative to the task.

Evidence needed: Audible breath or visible respiratory movement.

Ordered categories, 0–6 · Evidence code: audio_or_visible_breath

PHY-BRT valueAnchor · Respiratory disruption in the performance
0Even, unbroken breathing through the unit
1One slight irregularity
2Occasional breath interruption
3Noticeable but manageable irregularity
4Repeated breath disruption changes phrasing or movement
5Severe disruption repeatedly stops the task
6Breath disruption dominates; coherent action or phrasing scarcely continues

Respiratory disruption in the performance · Observation notes

What to look for: Audible inhalation, breath holds, chest movement when visible, recovery gaps and phrase truncation.

Do not confuse with: Sound alone does not measure oxygenation or diagnose breathlessness. Source, editing and voluntary imitation remain separate.

PHY-TRM

Visible or audible trembling

Prominence of repeated oscillatory movement or vocal tremble in the available channel.

Evidence needed: Usable audio, visual evidence, or both; name the channel.

Ordered categories, 0–6 · Evidence code: audio_or_visual

PHY-TRM valueAnchor · Visible or audible trembling
0No discernible trembling in an adequate window
1Trace intermittent trembling
2Mild recurring tremble
3Clear local tremble
4Strong tremble in one channel or several regions
5Pronounced tremble disrupts action or voice
6Trembling dominates the observed performance

Visible or audible trembling · Observation notes

What to look for: Name the channel and region; separate camera shake, vibrato and recording artifacts.

Do not confuse with: No causal diagnosis. Fear, effort, cold, imitation and other causes can produce similar appearances.

PHY-REC

Residual disturbance after a marked event

How strongly an observed disturbance persists after its initiating event has ended.

Evidence needed: Usable audio or visual evidence spanning enough time to observe recovery.

Ordered categories, 0–6 · Evidence code: audio_or_visual_with_recovery_window

PHY-REC valueAnchor · Residual disturbance after a marked event
0Immediate return to the established baseline
1Brief minor residue
2Short clear residue
3Partial recovery with moderate residue
4Persistent substantial disturbance
5Little recovery during an adequate follow-up window
6No recovery or continued escalation across the follow-up window

Residual disturbance after a marked event · Observation notes

What to look for: Store event end, follow-up end and any recovery time; censored observation windows remain explicit.

Do not confuse with: Not comparable across different follow-up lengths without reporting them. A new stimulus starts a new event.

Audible performance

VOC-FOR

Vocal projection and expressive force

Perceived force of vocal delivery relative to the recording and the speaker’s local baseline.

Evidence needed: Usable audio of the person’s performance.

Ordered categories, 0–6 · Evidence code: audio

VOC-FOR valueAnchor · Vocal projection and expressive force
0Barely projected murmur or fragile near-silence
1Very soft intimate delivery
2Soft but clearly voiced delivery
3Ordinary conversational projection
4Firm projected delivery
5Sustained raised voice or emphatic calling
6Full-force shouting or screaming

Vocal projection and expressive force · Observation notes

What to look for: Listen for phonation, attack and projected effort; record loudness separately when calibrated.

Do not confuse with: A quiet microphone is not a quiet performance. Anger can be whispered; sadness can be loudly projected.

VOC-ART

Articulatory precision

How distinctly speech sounds and word boundaries are formed, conditional on language competence and recording quality.

Evidence needed: Usable audio of the person’s performance.

Ordered categories, 0–6 · Evidence code: audio

VOC-ART valueAnchor · Articulatory precision
0Most linguistic articulation is indistinct
1Frequent severe slurring or merging
2Many boundaries softened or reduced
3Ordinary connected articulation
4Clearly formed consonants and boundaries
5Very precise sustained enunciation
6Deliberately over-articulated or hyper-distinct delivery

Articulatory precision · Observation notes

What to look for: Rate the delivery, not accent conformity; use native or competent listeners.

Do not confuse with: Intelligibility also depends on noise and listener language. Precision is not intelligence or quality.

VOC-RNG

Local pitch excursion

Breadth of pitch movement within the utterance relative to that voice’s usable range.

Evidence needed: Usable audio of the person’s performance.

Ordered categories, 0–6 · Evidence code: audio

VOC-RNG valueAnchor · Local pitch excursion
0Essentially one sustained pitch level
1Very narrow excursion
2Limited excursion
3Ordinary conversational excursion
4Broad changes
5Very broad repeated changes
6Extreme sweeps across the locally available range

Local pitch excursion · Observation notes

What to look for: Preserve voiced-frame coverage; supplement with calibrated semitone range where possible.

Do not confuse with: Not absolute pitch or perceived age; unvoiced whisper is N/A (not applicable or not assessable here) for fundamental-frequency range.

VOC-FLW

Continuity of speech flow

Continuity of spoken phrasing through pauses, restarts and interruptions.

Evidence needed: Usable audio of the person’s performance.

Ordered categories, 0–6 · Evidence code: audio

VOC-FLW valueAnchor · Continuity of speech flow
0Almost no sustained phrase; repeated fragmentation
1Very broken phrasing
2Frequent breaks
3Ordinary conversational flow with some breaks
4Mostly continuous phrasing
5Strongly sustained flow with few interruptions
6Almost uninterrupted stream through the unit

Continuity of speech flow · Observation notes

What to look for: Separate planned pauses, retrieval, breath gaps, partner interruptions and editing.

Do not confuse with: Continuous flow need not be spontaneous or comprehensible. A deliberate dramatic pause is not a defect.

VOC-RGH

Audible roughness

Perceived irregular, grainy or raspy quality of phonation.

Evidence needed: Usable audio of the person’s performance.

Ordered categories, 0–6 · Evidence code: audio

VOC-RGH valueAnchor · Audible roughness
0Very smooth, clear phonation
1Trace roughness
2Mild recurrent roughness
3Moderate grain
4Clearly rough or raspy
5Strong persistent rasp or irregularity
6Extreme roughness dominates the voice

Audible roughness · Observation notes

What to look for: Time-local grain, creak and rasp; distinguish compression, clipping and background noise.

Do not confuse with: Do not diagnose vocal-fold state or treat roughness as poor acting. Keep breathiness separate.

VOC-BRE

Audible breathiness

Prominence of airflow noise mixed with the vocal signal.

Evidence needed: Usable audio of the person’s performance.

Ordered categories, 0–6 · Evidence code: audio

VOC-BRE valueAnchor · Audible breathiness
0No discernible breathy component
1Trace air in a few phrases
2Mild recurring airy quality
3Moderate breathiness
4Strong airy component
5Breath noise dominates much of the voiced delivery
6Predominantly breathy or whispered phonation

Audible breathiness · Observation notes

What to look for: Separate whisper type, microphone proximity, inhalations and continuous airy phonation.

Do not confuse with: Not a measure of intimacy or low arousal. Some whispering is tense and threatening.

VOC-PAC

Speech pace

Perceived rate of linguistic delivery, with measured syllable or character rate stored separately.

Evidence needed: Usable audio together with access to the words spoken.

Ordered categories, 0–6 · Evidence code: audio_with_transcript

VOC-PAC valueAnchor · Speech pace
0Extremely slow, widely separated speech
1Very slow delivery
2Somewhat slow delivery
3Ordinary pace for language and situation
4Noticeably fast delivery
5Very fast, compressed delivery
6Extremely rapid, near-rushing delivery

Speech pace · Observation notes

What to look for: Report speaking rate with and without pauses and the counting convention.

Do not confuse with: Do not compare character rates across languages as if equivalent; pace differs from rhythmic variation.

Relational conduct

SOC-AFF

Affiliative warmth

Expressive invitation to friendly contact or shared connection with a specified other.

Evidence needed: Usable audio or visual evidence with a named interaction target.

Ordered categories, 0–6 · Evidence code: audio_or_visual_with_target

SOC-AFF valueAnchor · Affiliative warmth
0Actively cold or rejecting contact
1Marked distance
2Restrained friendliness
3Ordinary neutral sociability
4Clear friendly invitation
5Sustained warmth and welcome
6Intense, unmistakable affiliative invitation

Affiliative warmth · Observation notes

What to look for: Address terms, timing, voice, smile, orientation and response to the other.

Do not confuse with: Warm acoustic timbre is not relational warmth. Affiliative conduct does not prove genuine affection.

SOC-VUL

Displayed emotional exposure

How openly the person allows consequential need, uncertainty, hurt or dependence to be apparent to an audience.

Evidence needed: Usable audio or visual evidence with the required contextual information.

Ordered categories, 0–6 · Evidence code: audio_or_visual_with_context

SOC-VUL valueAnchor · Displayed emotional exposure
0No exposure offered; tightly protected presentation
1Trace guarded admission
2Limited, qualified exposure
3Moderate disclosure with boundaries
4Clear personal exposure
5Sustained openness despite social stakes
6Profound, unguarded exposure at high stakes

Displayed emotional exposure · Observation notes

What to look for: Specific admissions, requests, visible restraint and acceptance of being seen; record evidence and audience.

Do not confuse with: Not synonymous with sadness, a soft voice, helplessness or a trait. An angry demand can be vulnerable.

SOC-HOS

Interpersonal hostility

Directed antagonism toward a particular other in the observable interaction.

Evidence needed: Usable audio or visual evidence with a named interaction target.

Ordered categories, 0–6 · Evidence code: audio_or_visual_with_target

SOC-HOS valueAnchor · Interpersonal hostility
0Actively conciliatory or protective
1Non-antagonistic and accommodating
2Little antagonism
3Mixed or equivocal adversarial conduct
4Clear antagonism
5Sustained strong hostility
6Overwhelming directed threat, rejection or attack

Interpersonal hostility · Observation notes

What to look for: Targeted words, gestures, escalation and response; distinguish a shared angry reaction to an external event.

Do not confuse with: Loudness and anger alone do not establish hostility toward the partner.

SOC-COO

Cooperative contribution

Extent to which the person’s actions support the established joint task.

Evidence needed: Observable evidence of an interaction, including the relevant partner or response.

Ordered categories, 0–6 · Evidence code: interaction_evidence

SOC-COO valueAnchor · Cooperative contribution
0Repeatedly obstructs or defeats the joint task
1Mostly obstructive
2Occasionally helps but often withholds
3Ordinary shared contribution
4Reliably supports the joint task
5Actively anticipates and enables the other’s contribution
6Sustained exceptional coordination and support through difficulty

Cooperative contribution · Observation notes

What to look for: Identify whose joint task this is and whether participants have agreed to it.

Do not confuse with: Refusing an imposed demand is not automatically low cooperation in the person’s own task frame.

SOC-BND

Response to expressed boundaries

How the person responds to a clearly expressed limit, refusal or request for distance.

Evidence needed: The boundary-setting event can be identified in the evidence.

Ordered categories, 0–6 · Evidence code: boundary_event_available

SOC-BND valueAnchor · Response to expressed boundaries
0Overtly violates the stated limit repeatedly
1Largely ignores the limit
2Only partial or reluctant adjustment
3Acknowledges and makes ordinary adjustment
4Promptly respects the expressed limit
5Checks understanding and actively protects the limit
6Consistently anticipates relevant limits and repairs any accidental crossing

Response to expressed boundaries · Observation notes

What to look for: Quote or describe the boundary and ensuing action; retain ambiguous or negotiated cases.

Do not confuse with: No boundary event means N/A (not applicable or not assessable here), not a default high score. This is contextual conduct, not a global moral verdict.

SOC-REP

Interaction repair

Effectiveness of observable attempts to restore shared understanding after a disruption.

Evidence needed: The interactional rupture and the subsequent response are both available.

Ordered categories, 0–6 · Evidence code: rupture_and_response_available

SOC-REP valueAnchor · Interaction repair
0No repair despite clear opportunity; disruption worsens
1Attempt dismisses or compounds disruption
2Partial repair misses the central issue
3Basic repair restores some understanding
4Clear repair addresses the relevant problem
5Responsive repair restores coordination and checks uptake
6Highly adaptive repair integrates feedback and sustains restored coordination

Interaction repair · Observation notes

What to look for: Mark rupture, repair attempt, partner response and outcome.

Do not confuse with: Do not rate success if the partner or outcome is unavailable. A solo apology shows an attempt, not completed repair.

SOC-CAR

Responsive care

How specifically the response attends to another person’s expressed need or difficulty.

Evidence needed: The other person’s relevant need and the response to it are available.

Ordered categories, 0–6 · Evidence code: other_person_need_and_response_available

SOC-CAR valueAnchor · Responsive care
0Dismisses or exploits the expressed need
1Mostly ignores it
2Generic acknowledgement with little adaptation
3Reasonable situation-specific acknowledgement
4Clearly adapted support
5Sustained attentive support adjusted to feedback
6Highly specific, flexible support that preserves the other’s agency

Responsive care · Observation notes

What to look for: Need, response, timing and feedback; separate affectionate manner from practical responsiveness.

Do not confuse with: Not mind-reading or proof of empathy as an enduring trait. No visible or reported need means N/A (not applicable or not assessable here).

Reasoning made observable

COG-CER

Expressed certainty

How firmly the person presents a specific belief, claim or chosen course of action.

Evidence needed: Usable audio or visual evidence and the specific proposition being expressed.

Ordered categories, 0–6 · Evidence code: audio_or_visual_with_proposition

COG-CER valueAnchor · Expressed certainty
0Explicitly unable to commit to a view
1Strong doubt
2Tentative position
3Moderately committed position
4Clear confidence
5Strong unqualified confidence
6Absolute certainty with no expressed alternative

Expressed certainty · Observation notes

What to look for: Qualifiers, checking, assertions and enacted decisions; identify the proposition.

Do not confuse with: Confidence is not correctness, knowledge or intelligence; acting may intentionally project false certainty.

COG-ORG

Organisation of expressed reasoning

Legibility of relationships among the reasons or steps actually expressed in the unit.

Evidence needed: The meaning of the relevant speech or communication is accessible to the rater.

Ordered categories, 0–6 · Evidence code: semantic_access

COG-ORG valueAnchor · Organisation of expressed reasoning
0No discernible relationship among expressed steps
1Major disconnected or contradictory steps
2Several connections missing
3Ordinary understandable sequence
4Clear linked reasoning
5Very clear structure with relevant distinctions
6Exceptionally explicit structure and well-integrated contingencies

Organisation of expressed reasoning · Observation notes

What to look for: Record premise, inference, revision and conclusion if present; use a competent language rater.

Do not confuse with: Only applies when reasoning is expressed. Poetry, crying or a brief exclamation is N/A (not applicable or not assessable here), not low intellect.

COG-REV

Updating after new evidence

Observed revision of a stated understanding when relevant information becomes available.

Evidence needed: Both the new information and the person’s response are available.

Ordered categories, 0–6 · Evidence code: new_information_and_response_available

COG-REV valueAnchor · Updating after new evidence
0Rejects clear new information without engagement
1Acknowledges but never incorporates it
2Makes only peripheral changes
3Reasonable local update
4Clear update changes the working interpretation
5Integrates several implications and checks consequences
6Flexible, coherent reorganisation with explicit uncertainty where warranted

Updating after new evidence · Observation notes

What to look for: State old view, new information, response and resulting view.

Do not confuse with: A change of tactic is not necessarily a change of belief. If the evidence is ambiguous, document competing readings.

COG-MET

Expressed monitoring of one’s own understanding

How visibly the person checks the limits, errors or uncertainty of their own current understanding.

Evidence needed: The relevant meaning or task behaviour is observable.

Ordered categories, 0–6 · Evidence code: semantic_or_task_evidence

COG-MET valueAnchor · Expressed monitoring of one’s own understanding
0No checking despite a clear task opportunity
1Minimal token checking
2Occasional superficial checking
3Ordinary acknowledgement of limits and corrections
4Specific checks and corrections
5Frequent, relevant monitoring with calibrated confidence
6Systematic, situation-sensitive checking without losing the task

Expressed monitoring of one’s own understanding · Observation notes

What to look for: Self-correction, “I may be missing…”, testing an assumption and checking consequences.

Do not confuse with: Fluency, verbal hedging or nervous repetition alone are not metacognitive skill. Record only demonstrated monitoring.

Psychological organisation in context

PSY-DEF

Protective self-presentation

Observable effort to protect an image of oneself in response to a socially meaningful challenge.

Evidence needed: Usable audio or visual evidence with the required contextual information.

Ordered categories, 0–6 · Evidence code: audio_or_visual_with_context

PSY-DEF valueAnchor · Protective self-presentation
0No apparent image protection; openly acknowledges the challenge
1Minimal protective qualification
2Some deflection or qualification
3Moderate image management
4Clear, repeated protection of a threatened self-image
5Strong protection drives the interaction
6Nearly all action serves maintaining the protected image

Protective self-presentation · Observation notes

What to look for: Specify threatened image, audience, trigger and alternative explanation; use scripted context if available.

Do not confuse with: A psychological formulation remains a hypothesis. Do not diagnose a defensive personality from a clip.

PSY-CON

Enacted conflict between incompatible impulses

Prominence of competing actions or commitments manifested within the same situation.

Evidence needed: Usable audio or visual evidence with the required contextual information.

Ordered categories, 0–6 · Evidence code: audio_or_visual_with_context

PSY-CON valueAnchor · Enacted conflict between incompatible impulses
0One consistent line of action without an evident competing impulse
1Trace hesitation between options
2Mild competition, quickly resolved
3Clear competing impulses
4Repeated alternation or checking
5Strong unresolved conflict repeatedly interrupts action
6Conflict dominates; mutually incompatible actions cannot be integrated

Enacted conflict between incompatible impulses · Observation notes

What to look for: Approach–withdrawal, interrupted admissions, contradictory commitments and documented subtext.

Do not confuse with: Mixed emotion is not necessarily conflict. Hidden motivations require script, report or an explicitly uncertain interpretation.

PSY-PRS

Presentation of a public persona

How strongly a recognisable public role or self-image is foregrounded in the encounter.

Evidence needed: Usable audio or visual evidence with the required contextual information.

Ordered categories, 0–6 · Evidence code: audio_or_visual_with_context

PSY-PRS valueAnchor · Presentation of a public persona
0No salient persona beyond the immediate exchange
1Slight role marking
2Intermittent public-role cues
3Ordinary role-consistent presentation
4Clearly maintained persona
5Strongly foregrounded public image across the beat
6Highly sustained, dominating persona that shapes nearly every action

Presentation of a public persona · Observation notes

What to look for: Role vocabulary, ritual, repeated manner and contrasts when the audience changes.

Do not confuse with: Persona is not automatically insincere. Distinguish performative framing Stylisation Level (FRM-STY) and masking Transparency vs. Masking (COH-MSK).

Cross-channel relationships

COH-FB

Face–body expressive correspondence

Degree to which face and body support a compatible expressed reading in the same time interval.

Evidence needed: Both channels named in the scale are available for comparison.

Ordered categories, 0–6 · Evidence code: both_named_channels_available

COH-FB valueAnchor · Face–body expressive correspondence
0Strong, sustained contradiction
1Mostly contradictory
2Several clear divergences
3Mixed correspondence and divergence
4Mostly compatible with local differences
5Strong correspondence with subtle differences
6Consistently close correspondence across the relevant expressive changes

Face–body expressive correspondence · Observation notes

What to look for: Record exact channel evidence, temporal lag and the dimension compared; preserve deliberate counterpoint.

Do not confuse with: Low correspondence may be excellent acting: concealment, irony or divided attention. Editing, dubbing and asynchronous capture must be checked first.

COH-FV

Face–voice expressive correspondence

Degree to which face and voice support a compatible expressed reading in the same time interval.

Evidence needed: Both channels named in the scale are available for comparison.

Ordered categories, 0–6 · Evidence code: both_named_channels_available

COH-FV valueAnchor · Face–voice expressive correspondence
0Strong, sustained contradiction
1Mostly contradictory
2Several clear divergences
3Mixed correspondence and divergence
4Mostly compatible with local differences
5Strong correspondence with subtle differences
6Consistently close correspondence across the relevant expressive changes

Face–voice expressive correspondence · Observation notes

What to look for: Record exact channel evidence, temporal lag and the dimension compared; preserve deliberate counterpoint.

Do not confuse with: Low correspondence may be excellent acting: concealment, irony or divided attention. Editing, dubbing and asynchronous capture must be checked first.

COH-BV

Body–voice expressive correspondence

Degree to which body and voice support a compatible expressed reading in the same time interval.

Evidence needed: Both channels named in the scale are available for comparison.

Ordered categories, 0–6 · Evidence code: both_named_channels_available

COH-BV valueAnchor · Body–voice expressive correspondence
0Strong, sustained contradiction
1Mostly contradictory
2Several clear divergences
3Mixed correspondence and divergence
4Mostly compatible with local differences
5Strong correspondence with subtle differences
6Consistently close correspondence across the relevant expressive changes

Body–voice expressive correspondence · Observation notes

What to look for: Record exact channel evidence, temporal lag and the dimension compared; preserve deliberate counterpoint.

Do not confuse with: Low correspondence may be excellent acting: concealment, irony or divided attention. Editing, dubbing and asynchronous capture must be checked first.

COH-WD

Words–delivery expressive correspondence

Degree to which literal words and expressive delivery support a compatible expressed reading in the same time interval.

Evidence needed: Both channels named in the scale are available for comparison.

Ordered categories, 0–6 · Evidence code: both_named_channels_available

COH-WD valueAnchor · Words–delivery expressive correspondence
0Strong, sustained contradiction
1Mostly contradictory
2Several clear divergences
3Mixed correspondence and divergence
4Mostly compatible with local differences
5Strong correspondence with subtle differences
6Consistently close correspondence across the relevant expressive changes

Words–delivery expressive correspondence · Observation notes

What to look for: Record exact channel evidence, temporal lag and the dimension compared; preserve deliberate counterpoint.

Do not confuse with: Low correspondence may be excellent acting: concealment, irony or divided attention. Editing, dubbing and asynchronous capture must be checked first.

Appendix B / Observer layer

Eight separate impression scales

Name the viewer, the available audio or visual channels, access to the scene and the reason for the impression. These judgements may vary between viewers even when the observable evidence is the same.

IMP-ENG

Engagement

How strongly this performance holds this viewer’s attention.

Anchors: 0 = Not at all; 1 = Very little; 2 = A little; 3 = Moderately; 4 = Clearly; 5 = Very strongly; 6 = Extremely

Record rater access, language competence, cultural familiarity, reason and confidence.

IMP-BEL

Believability in the stated scene

How plausible the performed responses feel within the stated fictional or real context.

Anchors: 0 = Not at all; 1 = Very little; 2 = A little; 3 = Moderately; 4 = Clearly; 5 = Very strongly; 6 = Extremely

Record rater access, language competence, cultural familiarity, reason and confidence.

IMP-LEG

Legibility of the intended action

How clearly the viewer can follow what this person is trying to do, conditional on access to the scene.

Anchors: 0 = Not at all; 1 = Very little; 2 = A little; 3 = Moderately; 4 = Clearly; 5 = Very strongly; 6 = Extremely

Record rater access, language competence, cultural familiarity, reason and confidence.

IMP-WRM

Perceived warmth

How interpersonally welcoming this person seems to this viewer in this clip.

Anchors: 0 = Not at all; 1 = Very little; 2 = A little; 3 = Moderately; 4 = Clearly; 5 = Very strongly; 6 = Extremely

Record rater access, language competence, cultural familiarity, reason and confidence.

IMP-THR

Perceived threat

How threatening the performance feels to this viewer; not a prediction of dangerousness.

Anchors: 0 = Not at all; 1 = Very little; 2 = A little; 3 = Moderately; 4 = Clearly; 5 = Very strongly; 6 = Extremely

Record rater access, language competence, cultural familiarity, reason and confidence.

IMP-VUL

Perceived vulnerability

How exposed or emotionally reachable the person seems to this viewer.

Anchors: 0 = Not at all; 1 = Very little; 2 = A little; 3 = Moderately; 4 = Clearly; 5 = Very strongly; 6 = Extremely

Record rater access, language competence, cultural familiarity, reason and confidence.

IMP-CMP

Perceived competence

How capable the person appears in the specific depicted task; not an assessment of general ability.

Anchors: 0 = Not at all; 1 = Very little; 2 = A little; 3 = Moderately; 4 = Clearly; 5 = Very strongly; 6 = Extremely

Record rater access, language competence, cultural familiarity, reason and confidence.

IMP-ENJ

Viewing or listening enjoyment

How rewarding this viewer finds attending to this performance; distress and artistic value may coexist.

Anchors: 0 = Not at all; 1 = Very little; 2 = A little; 3 = Moderately; 4 = Clearly; 5 = Very strongly; 6 = Extremely

Record rater access, language competence, cultural familiarity, reason and confidence.