hug
Enable an agent to recognise a hug, record its physical and interpersonal state, and determine whether to offer, continue, adapt or end it.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
recalled by Codex without web access - no source was read
Researched by: Codex
Purpose and description
Enable an agent to recognise a hug, record its physical and interpersonal state, and determine whether to offer, continue, adapt or end it.
A hug is an act of bodily contact in which one person holds another with one or both arms, often reciprocally, as a gesture whose meaning depends on the relationship and context.
It can be Identify an embrace episode and distinguish an offered hug from one that occurred.; Ask whether a hug is wanted and clarify preferred contact before approaching.; Record each participant's permission, reciprocation and interpretation separately.; Adapt arm placement, pressure, orientation or duration to expressed preferences and physical constraints.; End or avoid contact when permission is refused, withdrawn or unresolved.; Offer a non-contact acknowledgment when a hug is unwanted or impractical..
Distinguishing features
An arm-based enclosing or holding gesture accompanies bodily contact; proximity or an incidental collision alone does not establish a hug.
The episode has an identifiable embrace phase, distinguishing it from a passing touch, pat or hand placement.
Mutual arm wrapping is not required: record a one-sided embrace separately from reciprocation or permission.
An embrace described as a hug can still be unwanted; its label does not establish consent or freedom to leave.
When cuddling, lifting or restraint overlaps with an embrace, identify the hug episode and the additional action separately instead of treating the terms as interchangeable.
Scope
+ Participants and their respective roles in initiating, receiving or reciprocating an embrace
+ Arm placement, bodily contact, orientation, pressure and duration
+ Invitation, permission, refusal, withdrawal and freedom to disengage
+ Expressed purpose, situational context and participant-specific interpretations
+ Changes during the embrace, release and reported immediate experience
- The overall friendship, family relationship or partnership between participants
- Touch practices such as handshakes, massage and hand-holding when no embrace occurs
- Wrestling holds, restraint and assisted lifting whose defining function is bodily control or support
- Clinical treatment protocols and claims about long-term health effects
- Metaphorical, textual or emoji hugs without a bodily embrace
Characteristics
- Participants and reciprocation
- Participant identities or anonymous references; initiator, recipient, mutual initiator; reciprocating, not reciprocating, unclear Separates who performs the embrace from who accepts or returns it.
- Embrace configuration
- Front, side, rear, group or other; arm placement and contact regions recorded explicitly Distinguishes physically different hugs without assigning them fixed social meanings.
- Episode phase
- Proposed, approaching, making contact, holding, releasing, ended, declined before contact Makes invitations distinguishable from completed embraces and identifies when intervention remains possible.
- Permission by participant
- Explicitly agreed, affirmative nonverbal indication, declined, withdrawn, unclear or not assessable; time and evidence recorded Permission can differ between participants and change during contact.
- Embrace duration
- Seconds, with start and end criteria and measured versus estimated status Supports episode comparison without assuming a universally appropriate duration.
- Pressure and mobility
- Participant-reported pressure or observed compression; arms free or enclosed; disengagement free, impeded or unclear Identifies discomfort and restrictions that a simple hug label conceals.
- Attributed purpose
- Greeting, farewell, comfort, celebration, affection, reconciliation, ritual, other or unknown; attributed separately by each participant Prevents an initiator's intention from being mistaken for a shared interpretation.
- Reported immediate experience
- Welcome, neutral, uncomfortable, painful, mixed, other or unreported; participant and reporting time attached Records how the hug was experienced without inferring feelings from its appearance.
Also called
Where this came from
wikidata · CC0 1.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 6 bundles · 11 layers · 16 findings · 27 questions.
Embrace identity Establishes which bodily episode is being called a hug and where neighbouring actions overlap.
A hug needs a recognisable embrace configuration without requiring mutual affection, reciprocation or a single posture.
Embrace form
Describes the enclosing gesture and bodily contact that support identifying the episode.
Enclosing contact
Record arm placement, orientation and contact regions rather than relying exclusively on the word hug.
- What enclosing or holding gesture and bodily contact make this episode an embrace? definition
- Who calls the episode a hug, and is that label supported by observation or participant description? provenance
Overlapping actions
Separates the embrace from associated cuddling, support, lifting or bodily control.
Hug boundaries
Allow overlapping action labels while identifying what the hug model itself describes.
- Is there a distinct embrace episode within the cuddling, carrying, restraint or other surrounding activity? boundary
- Does the episode involve a self-embrace, animal or object that requires an explicit extension of this model's scope? boundary
Permission and agency Tracks whether each participant wants the embrace and can influence or end it.
An observed hug does not establish agreement, and permission to begin does not settle permission to continue.
Invitation and response
Records the offer of a hug and the response before contact.
Participant permission
Attach permission evidence to each person; keep silence, stillness and lack of resistance distinct from affirmative agreement.
- What words or affirmative gestures indicate that each participant wants this hug now? provenance
- If a response is unclear, how can the invitation be clarified without beginning contact? action
Continuing choice
Tracks changed preferences, social pressure and practical ability to disengage.
Withdrawal and release
Record withdrawal signals and whether the embrace permits a prompt exit.
- Has anyone asked to stop, pulled away or otherwise indicated that continued contact is unwanted? measurement
- Can every participant disengage freely, and what release action is needed if someone cannot? action
- What dependency, authority relationship or situational pressure may make refusal difficult? boundary
Physical fit Describes how the embrace accommodates bodies, positions and expressed contact preferences.
The same intended hug can involve very different contact and mobility constraints.
Posture and access
Records reach, stance, seating and obstacles relevant to making contact.
Workable configuration
Choose a configuration from participant preferences and practical reach rather than assuming a standing frontal hug.
- How do seating, height differences, available arm movement or mobility equipment affect the proposed embrace? measurement
- What orientation and arm placement would each participant prefer and be able to maintain? action
Pressure and contact
Tracks compression, contact locations and reported discomfort during the hug.
Contact adjustment
Separate observed contact from reported pressure and use expressed discomfort to guide adjustment or release.
- Which body regions are contacted or compressed, and how does each participant describe the pressure? measurement
- Has anyone identified pain, a sensitive area, unwanted touch or another reason to loosen, reposition or end the hug? action
Meaning in context Records the occasion and each participant's interpretation without treating bodily form as a reliable statement of emotion.
Greeting, comfort, celebration and reconciliation can share an embrace form while carrying different expectations.
Occasion and intention
Connects the hug to its immediate social occasion and stated purpose.
Attributed meaning
Attribute intentions and interpretations to their speakers instead of declaring a single shared meaning.
- What occasion prompted the hug, and what purpose does each participant state? provenance
- Do participants understand the embrace differently, such as comfort for one and reconciliation for another? boundary
Local expectations
Identifies relevant interpersonal, institutional or ritual expectations and their limits.
Expectation versus preference
Record evidenced local expectations while keeping them separate from an individual's willingness to be hugged.
- What participant account or explicit local practice supports an expectation of hugging on this occasion? provenance
- How can someone decline or substitute another greeting or acknowledgment within this setting? action
Episode course Follows the embrace from approach through holding and release to immediate participant reports.
A hug changes over time, and its physical completion does not establish that it was welcome or achieved its intended purpose.
Timing and transition
Defines episode boundaries and records changes in configuration or participation.
Embrace timeline
Distinguish invitation, first contact, sustained embrace and final release, including participants joining or leaving.
- Which observable events mark the start and end of the embrace, and how long did contact last? measurement
- Did anyone join, cease reciprocating, change position or begin releasing before the episode ended? measurement
Immediate experience
Records participant reports after release and any requested follow-up.
Reported outcome
Keep reported comfort, discomfort and meaning separate from assumptions based on smiling, stillness or reciprocation.
- What did each participant report about the hug, and when was that report obtained? provenance
- Does anyone request space, acknowledgment of unwanted contact or a different boundary for future hugs? action
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.
Reported evidence
Findings from the breadth pass, kept separate from the structural claims.
Check these first
Recalled without web access and unsourced; every item is a lead to verify.
- This describes the ordinary interpersonal action, excluding figurative uses and holding objects.
- The listed kinds overlap and do not constitute a standardized classification.
- No universal duration, pressure or cultural meaning is assumed; specific physiological or therapeutic claims require research.
- Which of these check these first hold for the sense of hug this model covers, and on what evidence? provenance
Kinds and varieties
Recalled without web access and unsourced; every item is a lead to verify.
- Greeting or farewell hug
- Consoling hug
- Romantic or affectionate hug
- Side hug
- Group hug
- Which of these kinds and varieties hold for the sense of hug this model covers, and on what evidence? provenance
Real-world use
Recalled without web access and unsourced; every item is a lead to verify.
- Greeting someone or marking a reunion or departure
- Expressing affection or intimacy
- Offering comfort during distress or grief
- Sharing celebration or congratulations
- Which of these real-world use hold for the sense of hug this model covers, and on what evidence? provenance
Failure modes and hazards
Recalled without web access and unsourced; every item is a lead to verify.
- Unwanted hugging can violate bodily boundaries and cause distress.
- A hug may communicate intimacy that the other person does not intend or welcome.
- Excessive pressure can cause pain or aggravate an injury.
- Close physical proximity can facilitate transmission of respiratory infections.
- Which of these failure modes and hazards hold for the sense of hug this model covers, and on what evidence? provenance
Regional variation
Recalled without web access and unsourced; every item is a lead to verify.
- Expectations about hugging vary across cultures, communities, families and individuals.
- Acceptability can depend on gender, age, relationship, setting and the occasion.
- Which of these regional variation hold for the sense of hug this model covers, and on what evidence? provenance
Neighbouring kinds and how to tell them apart
Recalled without web access and unsourced; every item is a lead to verify.
- embrace - In its interpersonal physical sense, embrace is largely synonymous with hug; it also has figurative meanings that hug does not necessarily share.
- cuddling - Cuddling usually involves sustained affectionate bodily closeness, while a hug can be a brief, discrete gesture.
- physical restraint - Restraint aims to limit movement; a hug ordinarily functions as a social gesture, although the same posture can be used coercively.
- Which of these neighbouring kinds and how to tell them apart hold for the sense of hug this model covers, and on what evidence? provenance
What the second pass must settle
- What minimum physical features should define a hug across ordinary usage, including embraces performed with one arm or without conventional arm movement?
- Should self-hugs and embraces involving animals or objects be variants within this registry entry or linked neighbouring concepts?
- Which operational definitions reliably separate a hug episode from cuddling, holding and restraint when the actions overlap?
- How can affirmative nonverbal permission be recorded across communication styles without mistaking compliance, immobility or ambiguity for agreement?
- Which measures of duration, pressure and immediate experience are useful and proportionate without intrusive observation or unsupported inference?