Health Lens dimensions

Stereotype Salience

Dimension 1061 of 1,100 · Health Lens

Excitement Index
0.0378

Stereotype Salience measures how strongly an expression centers on socially assigned group images, assumptions, and generalized expectations about identity groups. It encompasses awareness of being judged through stereotypes, pressure to conform to or resist group expectations, and explicit reference to stereotyped portrayals.

evidence final name · Stereotype Stereotypes

Bands

Minimal Stereotype Salience

Expressions activating this band mention social strain, identity, or mistreatment in diffuse or mixed ways, with only limited and inconsistent focus on stereotypes as the organizing theme. The expression may allude to being against, excluded, or judged, but the group-based assumptions themselves are not clearly foregrounded.

Moderate Stereotype Salience

Expressions activating this band describe recognizable stereotype-related experiences such as being seen through ethnic or gendered assumptions, worrying about biased evaluation, or feeling pressure around group expectations. Stereotypes are present as a meaningful interpersonal concern rather than as the sole focus of the expression.

High Stereotype Salience

Expressions activating this band explicitly focus on stereotypes as social representations, assumptions, or portrayals attached to groups. The expression centers on identifying, discussing, or interpreting stereotypical perceptions and how they shape understanding of people.

Intense Stereotype Salience

Expressions activating this band make stereotypes the dominant subject, with direct emphasis on stereotyped content, ethnic generalizations, or deliberate countering and invoking of group images. The expression is organized around explicit stereotype language and strongly foregrounded group-based assumptions.

Evidence summary

Candidate names

Stereotype Stereotypes1.00
Stereo0.50
Deliberately0.50

Sentence counts by range

B-7..B-1427,057
B0..B64,553,288
B7..B111,368
B12..B18130

Dataset representation

01__health_reviews__druglib__benefits_effectiveness37
03__fact_checking__liar__truth_ordinal42
05__whole_disney_dataset__rating58
06__text_reviews__acl_imdb__binary_sentiment185
07__emotion_labels__goemotions_reddit__multilabel68
08__dialogue_emotion__empathetic_dialogues__context44
10__social_media_sentiment__sentiment140__binary71
11__consumer_complaints__response_explanation_vs_relief54

Anchor definitions

Minimal Stereotype Stereotypes

Minimal Stereotype Stereotypes: Content characterized by fine, susan, boyle, and related themes. Expressions activating this band reflect stereotype stereotypes at this level.

Moderate Stereotype Stereotypes

Moderate Stereotype Stereotypes: Content characterized by sterling, sort, fun, and related themes. Expressions activating this band reflect stereotype stereotypes at this level.

Intense Stereotype Stereotypes

Intense Stereotype Stereotypes: Content characterized by stereotypical, stereo, deliberately, and related themes. Expressions activating this band reflect stereotype stereotypes at this level.

Peak Stereotype Stereotypes

Peak Stereotype Stereotypes: Content characterized by stereotype, stereotypes, ethnic, and related themes. Expressions activating this band reflect stereotype stereotypes at this level.