Health Lens dimensions

Perceived Discrimination

Dimension 506 of 1,100 · Health Lens

Excitement Index
0.0580

Perceived Discrimination measures the extent to which an expression conveys expectations, experiences, or appraisals of unfair treatment, disrespect, stereotyping, exclusion, or pressure tied to social group membership. It encompasses both direct interpersonal mistreatment and broader beliefs that one is devalued or disadvantaged because of identity-related characteristics.

evidence final name · Everyday Discrimination

Bands

Low Perceived Discrimination

Expressions activating this band describe isolated, ambiguous, or relatively mild experiences of discourtesy, unfair assignment, joking, or identity-related pressure, with discrimination implied but not strongly consolidated as a pervasive theme.

Moderate Perceived Discrimination

Expressions activating this band describe recognizable unfair treatment, slurs, poorer service, exclusion, or concern about biased decisions linked to race, ethnicity, gender, or similar social characteristics. The expression frames discrimination as a meaningful and recurring social experience.

High Perceived Discrimination

Expressions activating this band describe explicit expectations or experiences of demeaning, hostile, or systematically unfair treatment because of social group membership. Discrimination is presented as salient, identity-targeted, and strongly tied to being watched, devalued, denied fair treatment, or treated as unworthy.

Evidence summary

Candidate names

Everyday98.00
Discrimination88.90
Everyday Discrimination76.10
Descrimination67.30
Stress53.60

Sentence counts by range

B-3..B34,978,324
B4..B73,148
B8..B14371

Dataset representation

01__health_reviews__druglib__benefits_effectiveness25
03__fact_checking__liar__truth_ordinal64
05__whole_disney_dataset__rating87
06__text_reviews__acl_imdb__binary_sentiment114
07__emotion_labels__goemotions_reddit__multilabel86
08__dialogue_emotion__empathetic_dialogues__context55
10__social_media_sentiment__sentiment140__binary79
11__consumer_complaints__response_explanation_vs_relief172

Anchor definitions

Lower Everyday Discrimination

Lower Everyday Discrimination: Everyday discrimination is present at a low level. Expressions activating this band reflect early or diffuse everyday discrimination.

Moderate Everyday Discrimination

Moderate Everyday Discrimination: Everyday discrimination is clearly present at this level. Compared to the band below, everyday discrimination is more intense and concentrated but retains the same essential character. Expressions activating this band reflect everyday discrimination at this level of intensity.

Higher Everyday Discrimination

Higher Everyday Discrimination: Everyday discrimination is experienced here as physiological and somatic distress, reflecting embodied arousal and clinical-grade symptom intensity. Unlike the band below, where everyday discrimination 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 likely reflect physiological and embodied everyday discrimination.