Health Lens dimensions

Social Fit

Dimension 151 of 1,100 · Health Lens

Excitement Index
0.0720

Social Fit measures the extent to which an expression reflects perceived compatibility, attunement, and alignment with other people, groups, or surrounding social norms and practices. It encompasses felt commonality, cultural matching, interpersonal harmony, and the sense that one's ways of thinking or acting belong in a given social setting.

evidence final name · Ucla Loneliness

Bands

Minimal Social Fit

Expressions activating this band show little clear focus on social compatibility and often contain unrelated evaluative or preference statements, with only faint traces of acceptance, avoidance, or interpersonal stance. When social content appears, it is diffuse and does not yet organize around a stable sense of belonging or attunement.

Low Social Fit

Expressions activating this band describe emerging concern with connection, commonality, or interpersonal boundaries, such as feeling a bond, having things in common, or struggling to regulate closeness with others. Social fit is present as a local or situational sense of affiliation rather than a broader feeling of alignment with a surrounding group or setting.

Moderate Social Fit

Expressions activating this band convey recognizable attunement to others or to shared practices, including feeling in tune, perceiving legitimacy within a partnership, or experiencing habits and customs as socially embedded. Social fit appears as workable compatibility with people, routines, or collective expectations.

High Social Fit

Expressions activating this band emphasize belonging within a community or cultural environment, including whether people, values, and backgrounds match the surrounding social context. Social fit is experienced as meaningful alignment with communal priorities, shared beliefs, and culturally relevant ways of relating.

Strong Social Fit

Expressions activating this band present social and cultural alignment as explicit, well-established, and well-matched to the situation, with clear emphasis on adaptation, typicality, and congruence with local customs or expectations. Social fit is experienced as a strong sense that people, practices, or communication naturally belong together in context.

Evidence summary

Candidate names

Ucla Loneliness63.70
Social53.90
Loneliness53.40
Ucla53.40
Acculturation Rating Mexican44.10

Sentence counts by range

B-7..B-42,347
B-3..B34,130,930
B4..B9840,675
B10..B187,796
B19..B2595

Dataset representation

01__health_reviews__druglib__benefits_effectiveness88
03__fact_checking__liar__truth_ordinal99
05__whole_disney_dataset__rating171
06__text_reviews__acl_imdb__binary_sentiment206
07__emotion_labels__goemotions_reddit__multilabel154
08__dialogue_emotion__empathetic_dialogues__context125
10__social_media_sentiment__sentiment140__binary124
11__consumer_complaints__response_explanation_vs_relief193

Anchor definitions

Minimal Ucla Loneliness

Minimal Ucla Loneliness: Ucla loneliness is present at a low level. Expressions activating this band reflect early or diffuse ucla loneliness.

Emerging Ucla Loneliness

Emerging Ucla Loneliness: Ucla loneliness is clearly present at this level. Unlike the band below, where ucla loneliness was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect ucla loneliness at this level of intensity.

Elevated Ucla Loneliness

Elevated Ucla Loneliness: Ucla loneliness is clearly present at this level. Compared to the band below, ucla loneliness is more intense and concentrated but retains the same essential character. Expressions activating this band reflect ucla loneliness at this level of intensity.

Severe Ucla Loneliness

Severe Ucla Loneliness: Ucla loneliness is present here in a general or mixed form without a single dominant facet. Unlike the band below, where ucla loneliness was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse ucla loneliness.