Health Lens dimensions

Body-Related Distress

Dimension 570 of 1,100 · Health Lens

Excitement Index
0.0567

Body-Related Distress measures the degree of emotional suffering tied to the body, physical appearance, or bodily features as experienced by oneself or described in close observation of another person. It encompasses distressing thoughts, negative feelings, and life interference linked to body characteristics and how they are perceived.

evidence final name · Distress Gender Identity

Bands

Minimal Body-Related Distress

Expressions activating this band show little clear body-focused suffering, with body or identity content stated descriptively, aspirationally, or in emotionally regulated terms rather than as active distress. The expression may mention identity, roles, or functioning without centering on upset about bodily features.

Moderate Body-Related Distress

Expressions activating this band describe body- or condition-related concern that is upsetting, visible, or stressful, while remaining contained enough to be discussed alongside coping, family concern, or day-to-day impact. Distress is present as a meaningful emotional burden but is not defined primarily by intense aversion to the body.

High Body-Related Distress

Expressions activating this band center on pronounced suffering about the body or anatomy, including distressing preoccupation, dislike or hatred of body parts, and concern about how bodily features affect identity or social perception. The distress is salient enough to disrupt sleep, quality of life, or general functioning.

Evidence summary

Candidate names

Distress Gender Identity97.20
Distress Gender86.20
Distress75.20
Gender Identity75.00
Gender64.00

Sentence counts by range

B-9..B-3324,879
B-2..B44,650,904
B5..B106,060

Dataset representation

01__health_reviews__druglib__benefits_effectiveness53
03__fact_checking__liar__truth_ordinal89
05__whole_disney_dataset__rating69
06__text_reviews__acl_imdb__binary_sentiment106
07__emotion_labels__goemotions_reddit__multilabel77
08__dialogue_emotion__empathetic_dialogues__context80
10__social_media_sentiment__sentiment140__binary96
11__consumer_complaints__response_explanation_vs_relief131

Anchor definitions

Mild Distress Gender Identity

Mild Distress Gender Identity: Distress gender identity is present at a low level. Expressions activating this band reflect early or diffuse distress gender identity.

Moderate Distress Gender Identity

Moderate Distress Gender Identity: Distress gender identity is experienced here as direct functional disruption, reflecting interference with daily life and measurable impairment. Unlike the band below, where distress gender identity was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect direct functional disruption from distress gender identity.

Severe Distress Gender Identity

Severe Distress Gender Identity: Distress gender identity is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where distress gender identity was characterized by direct functional disruption, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect distress gender identity at a clinical or disorder-relevant level.