Social Familiarity

Dimension 507 of 1,100 · Health Lens

Excitement Index

0.0583

Social Familiarity measures the extent to which an expression reflects being known by others, knowing others, and feeling embedded in recognizable interpersonal or community ties. It encompasses perceived personal recognition, closeness, and regular social contact versus feeling unknown, detached, or socially unfamiliar.

evidence final name · Social Isolation

Bands

Minimal Social Familiarity

Expressions activating this band show little clear interpersonal recognition or social embeddedness, often consisting of impersonal, transactional, or miscellaneous content with only faint cues of contact or exchange.

Low Social Familiarity

Expressions activating this band reflect basic social reliance or contact but with limited felt closeness, including being avoidant, detached, or only generally connected to family, friends, or neighbors.

Moderate Social Familiarity

Expressions activating this band reflect recognizable social ties and recurring contact, while also emphasizing that others may not know the person well or that the person feels like a stranger within their surroundings.

High Social Familiarity

Expressions activating this band reflect stronger personal recognition and interpersonal knowledge, including being known by others, having intimate interaction, and participating in settings where information and relationships are more widely shared.

Very High Social Familiarity

Expressions activating this band reflect direct personal acquaintance and clear mutual recognition, such as having met someone personally, knowing who people are, or being embedded in a network where others are distinctly identifiable rather than unknown.

Evidence summary

Candidate names

Social146.00

Ucla Loneliness65.40

Social Isolation59.50

Loneliness54.90

Ucla54.90

Sentence counts by range

B-11..B-5116,731

B-4..B24,697,602

B3..B6158,664

B7..B138,396

B14..B27450

Dataset representation

01__health_reviews__druglib__benefits_effectiveness69

03__fact_checking__liar__truth_ordinal123

05__whole_disney_dataset__rating150

06__text_reviews__acl_imdb__binary_sentiment200

07__emotion_labels__goemotions_reddit__multilabel190

08__dialogue_emotion__empathetic_dialogues__context209

10__social_media_sentiment__sentiment140__binary184

11__consumer_complaints__response_explanation_vs_relief251

Anchor definitions

Minimal Social Isolation

Minimal Social Isolation: Expressions show no meaningful social isolation content. The proxy is effectively absent. Expressions activating this band are unrelated to social isolation.

Emerging Social Isolation

Emerging Social Isolation: Social isolation is clearly present at this level. This is the first band where social isolation becomes detectable. Expressions activating this band reflect social isolation at this level of intensity.

Elevated Social Isolation

Elevated Social Isolation: Social isolation is clearly present at this level. Compared to the band below, social isolation is more intense and concentrated but retains the same essential character. Expressions activating this band reflect social isolation at this level of intensity.

Severe Social Isolation

Severe Social Isolation: Social isolation is clearly present at this level. Compared to the band below, social isolation is more intense and concentrated but retains the same essential character. Expressions activating this band reflect social isolation at this level of intensity.