Perceived Discrimination
Dimension 1015 of 1,100 · Health Lens
Perceived Discrimination measures the extent to which an expression conveys being treated unfairly, disrespectfully, or unequally because of a personal characteristic or social identity. It encompasses expectations of bias, interpersonal slights, exclusion, and concrete denials of opportunities, services, or resources.
evidence final name · Restaurants Denied
Absent Perceived Discrimination
Expressions activating this band do not convey unfair or unequal treatment as a salient experience and instead contain unrelated or neutral content.
Mild Perceived Discrimination
Expressions activating this band convey suspicion, anticipation, or isolated experiences of being ignored, interrupted, distrusted, or treated differently in everyday interactions. The unfairness is present mainly as interpersonal slights or expected bias rather than explicit denial of outcomes.
Moderate Perceived Discrimination
Expressions activating this band convey recognized unfair treatment tied to prejudice, including being devalued, treated as inferior, or disadvantaged in work, services, or other routine settings. The experience includes both stress about discrimination and concrete unequal treatment.
High Perceived Discrimination
Expressions activating this band convey frequent or consequential unfair treatment across institutional and public settings, such as undesirable assignments, harassment, inferior care, rude service, or having to exert extra effort for equal treatment. The discrimination is experienced as persistent and materially affecting daily life.
Severe Perceived Discrimination
Expressions activating this band convey direct, repeated, and explicit unequal treatment marked by reduced respect, inferior service, and denial of housing, credit, or other important opportunities. The experience is framed as clear discriminatory treatment in day-to-day life and formal transactions.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Restaurants Denied: Content characterized by president, immigration, obama, and related themes. Expressions activating this band reflect restaurants denied at this level.
Emerging Restaurants Denied: Content characterized by hear, told, less, and related themes. Expressions activating this band reflect restaurants denied at this level.
Elevated Restaurants Denied: Content characterized by wait, dispute, hours, and related themes. Expressions activating this band reflect restaurants denied at this level.
Severe Restaurants Denied: Content characterized by wonderful, supposed, smiling, and related themes. Expressions activating this band reflect restaurants denied at this level.