Health Lens dimensions

Social Stigma

Dimension 792 of 1,100 · Health Lens

Excitement Index
0.0511

Social Stigma measures the extent to which an expression reflects felt or anticipated devaluation, exclusion, ridicule, blame, or discomfort from others in response to a visible difference, illness, condition, or disability. It encompasses both direct social reactions from others and the person's own self-consciousness, avoidance, and concern about being judged.

evidence final name · Disability Others

Bands

Minimal Social Stigma

Expressions activating this band show little clear evidence of stigma-related social judgment or exclusion, with only diffuse or incidental references to social evaluation. The proxy is largely absent or only faintly implied.

Mild Social Stigma

Expressions activating this band reflect sensitivity to others' approval, fairness, acceptance, or rejection, including worries about being liked, ignored, or treated unfairly because of a condition. Social evaluation is present, but it is framed more as concern about acceptance and interpersonal treatment than as overt hostility or shame.

Moderate Social Stigma

Expressions activating this band reflect recognizable stigmatizing treatment or heightened social visibility, such as being mocked, feared, singled out as different, or needing special accommodation that marks a person socially. The experience includes awareness that a condition changes how others respond and may disrupt participation at home, school, or work.

High Social Stigma

Expressions activating this band reflect intense social devaluation marked by staring, physical avoidance, blame, embarrassment, and withdrawal from friendships or new social contact because of a condition. The experience is one of pronounced public scrutiny and internalized shame tied to being seen as different.

Evidence summary

Candidate names

Disability Others1.00
Especially0.50
Georges0.50

Sentence counts by range

B-7..B-420,804
B-3..B34,957,841
B4..B53,076
B6..B12122

Dataset representation

01__health_reviews__druglib__benefits_effectiveness43
03__fact_checking__liar__truth_ordinal64
05__whole_disney_dataset__rating81
06__text_reviews__acl_imdb__binary_sentiment83
07__emotion_labels__goemotions_reddit__multilabel59
08__dialogue_emotion__empathetic_dialogues__context58
10__social_media_sentiment__sentiment140__binary66
11__consumer_complaints__response_explanation_vs_relief83

Anchor definitions

Minimal Disability Others

Minimal Disability Others: Content characterized by vote, recommended, ally, and related themes. Expressions activating this band reflect disability others at this level.

Moderate Disability Others

Moderate Disability Others: Content characterized by others, hard, bothered, and related themes. Expressions activating this band reflect disability others at this level.

Intense Disability Others

Intense Disability Others: Content characterized by baby, chraneosyneostosis, others, and related themes. Expressions activating this band reflect disability others at this level.

Peak Disability Others

Peak Disability Others: Content characterized by especially, georges, therefore, and related themes. Expressions activating this band reflect disability others at this level.