Health Lens dimensions

Social Identification

Dimension 389 of 1,100 · Health Lens

Excitement Index
0.0612

Social Identification measures the extent to which an expression frames feelings, habits, or experiences through belonging with similar others, being influenced by a group, or incorporating group membership into self-understanding. It encompasses perceived similarity, social reinforcement, participation with others who share the same behavior or situation, and identity tied to that affiliation.

evidence final name · Smoking Emotional Sensory

Bands

Minimal Social Identification

Expressions activating this band show little clear evidence of belonging, shared experience, or group-based self-definition, and are often dominated by unrelated labels, names, or descriptive fragments rather than social affiliation.

Low Social Identification

Expressions activating this band describe awareness of other people’s influence or mention groups as sources of comparison, support, or shared behavior without making group belonging central to the self. Social connection is present as context, reference, or mild susceptibility to others’ opinions and norms.

Moderate Social Identification

Expressions activating this band portray active participation with similar others, such as attending groups, seeking support, or engaging in behaviors because peers do so. The shared activity or social setting is experienced as meaningful and personally relevant.

High Social Identification

Expressions activating this band present group membership or a shared behavior as part of self-image, loyalty, or emotional dependence. The affiliation is experienced as integral to how the person sees themself and relates to others around the behavior or group.

Intense Social Identification

Expressions activating this band emphasize strong connection with others in the same situation, highlighting sameness, mutual understanding, and dedicated involvement in a shared social world. The expression centers on belonging with people who are experiencing or doing the same thing.

Evidence summary

Candidate names

Smoking179.70
Smoking Emotional Sensory129.60
Smoking Emotional113.60
Emotional Sensory102.90
Emotional87.00

Sentence counts by range

B-7..B-45,883
B-3..B34,231,695
B4387,691
B5..B11356,370
B12..B18204

Dataset representation

01__health_reviews__druglib__benefits_effectiveness73
03__fact_checking__liar__truth_ordinal91
05__whole_disney_dataset__rating112
06__text_reviews__acl_imdb__binary_sentiment121
07__emotion_labels__goemotions_reddit__multilabel127
08__dialogue_emotion__empathetic_dialogues__context127
10__social_media_sentiment__sentiment140__binary116
11__consumer_complaints__response_explanation_vs_relief156

Anchor definitions

Minimal Smoking Emotional Sensory

Minimal Smoking Emotional Sensory: Expressions show no meaningful smoking emotional sensory content. The proxy is effectively absent. Expressions activating this band are unrelated to smoking emotional sensory.

Emerging Smoking Emotional Sensory

Emerging Smoking Emotional Sensory: Smoking emotional sensory is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. This is the first band where smoking emotional sensory becomes detectable. Expressions activating this band likely reflect smoking emotional sensory at a clinical or disorder-relevant level.

Elevated Smoking Emotional Sensory

Elevated Smoking Emotional Sensory: Smoking emotional sensory is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Compared to the band below, smoking emotional sensory is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect smoking emotional sensory at a clinical or disorder-relevant level.

Severe Smoking Emotional Sensory

Severe Smoking Emotional Sensory: Smoking emotional sensory is clearly present at this level. Unlike the band below, where smoking emotional sensory was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect smoking emotional sensory at this level of intensity.