Health Lens dimensions

Appearance Dissatisfaction

Dimension 228 of 1,100 · Health Lens

Excitement Index
0.0676

Appearance Dissatisfaction measures negative evaluation of one's physical appearance, including dissatisfaction, self-consciousness, and distress about how one looks to oneself or others. It encompasses concerns about attractiveness, visible features, and the extent to which appearance feels problematic or inhibiting.

evidence final name · Rosenberg Self-esteem

Bands

Minimal Appearance Dissatisfaction

Expressions activating this band show little to no stable concern about physical appearance, with content that is neutral, only loosely self-evaluative, or reflects broad self-acceptance rather than distress about looks.

Low Appearance Dissatisfaction

Expressions activating this band show mild appearance-related self-evaluation, including awareness of attractiveness, comparison with others, and occasional discomfort with bodily features or others' reactions. Concern is present but not dominant or strongly distressing.

Moderate Appearance Dissatisfaction

Expressions activating this band show clear dissatisfaction with specific physical features or grooming-related aspects of appearance, along with active concern about how one presents visually. Appearance is experienced as a noticeable source of unease or discontent.

High Appearance Dissatisfaction

Expressions activating this band show frequent negative appraisal of appearance, including feeling unattractive, ugly, or visibly flawed, and recurring worry about how one's looks are perceived. Appearance concerns are emotionally salient and tied to insecurity.

Severe Appearance Dissatisfaction

Expressions activating this band show pervasive distress about appearance, with strong beliefs of ugliness or unattractiveness and a sense that looks are a personal problem that interferes with comfort, confidence, or daily life. Appearance is experienced as inhibiting, hard to ignore, and in need of concealment or correction.

Evidence summary

Candidate names

Rosenberg Self-esteem88.50
Utrecht Gender Dysphoria83.10
Rosenberg74.20
Self-esteem74.20
Gender Dysphoria72.70

Sentence counts by range

B-6..B-21,427,337
B-1..B53,547,916
B62,282
B7..B154,171
B16..B22137

Dataset representation

01__health_reviews__druglib__benefits_effectiveness99
03__fact_checking__liar__truth_ordinal46
05__whole_disney_dataset__rating124
06__text_reviews__acl_imdb__binary_sentiment148
07__emotion_labels__goemotions_reddit__multilabel167
08__dialogue_emotion__empathetic_dialogues__context125
10__social_media_sentiment__sentiment140__binary188
11__consumer_complaints__response_explanation_vs_relief86

Anchor definitions

Minimal Rosenberg Self-esteem

Minimal Rosenberg Self-esteem: Rosenberg self-esteem is present at a low level. Expressions activating this band reflect early or diffuse rosenberg self-esteem.

Emerging Rosenberg Self-esteem

Emerging Rosenberg Self-esteem: Rosenberg self-esteem is clearly present at this level. Unlike the band below, where rosenberg self-esteem was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect rosenberg self-esteem at this level of intensity.

Elevated Rosenberg Self-esteem

Elevated Rosenberg Self-esteem: Rosenberg self-esteem is clearly present at this level. Compared to the band below, rosenberg self-esteem is more intense and concentrated but retains the same essential character. Expressions activating this band reflect rosenberg self-esteem at this level of intensity.

Severe Rosenberg Self-esteem

Severe Rosenberg Self-esteem: Rosenberg self-esteem is clearly present at this level. Compared to the band below, rosenberg self-esteem is more intense and concentrated but retains the same essential character. Expressions activating this band reflect rosenberg self-esteem at this level of intensity.