Health Lens dimensions

Gender Incongruence

Dimension 769 of 1,100 · Health Lens

Excitement Index
0.0519

Gender Incongruence measures the extent to which an expression conveys mismatch between experienced gender and assigned sex characteristics, social gendering, or bodily features. It encompasses cross-gender identification, discomfort with sexed anatomy or secondary sex traits, distress about being treated as the assigned gender, and desire to live or be recognized as another gender.

evidence final name · Trans Birth

Bands

Minimal Gender Incongruence

Expressions activating this band show little, absent, or only weakly articulated mismatch between experienced gender and assigned gendered roles or body, and may include exploratory or mixed identity content without clear gender-related distress.

Mild Gender Incongruence

Expressions activating this band describe emerging discomfort with gendered treatment, anatomy, or expected roles, along with attraction to another gendered way of living or being seen. The mismatch is recognizable but often framed through preferences, hurt reactions, or developmental and social influences.

Moderate Gender Incongruence

Expressions activating this band describe a clear sense that body features, genitals, name, or social recognition do not fit experienced gender, often accompanied by distress and a wish to be treated as another gender. The incongruence is sustained and extends across settings or aspects of daily life.

High Gender Incongruence

Expressions activating this band convey pronounced mismatch between experienced gender and assigned sex, with explicit unhappiness about the body, desire for another sexed body, or efforts to change, suppress, or seek help regarding gender identity. The expression centers on living as, being treated as, or physically aligning with another gender.

Severe Gender Incongruence

Expressions activating this band state a direct and unequivocal difference between experienced gender and assigned sex, focused on body parts that mark the assigned sex as intensely alien or unacceptable. The mismatch is presented as central, explicit, and bodily grounded.

Evidence summary

Candidate names

Trans Birth1.00
Identity0.50
Feel0.50

Sentence counts by range

B-3..B24,980,407
B3..B61,016
B7..B13356
B14..B2063
B211

Dataset representation

01__health_reviews__druglib__benefits_effectiveness18
03__fact_checking__liar__truth_ordinal26
05__whole_disney_dataset__rating21
06__text_reviews__acl_imdb__binary_sentiment76
07__emotion_labels__goemotions_reddit__multilabel107
08__dialogue_emotion__empathetic_dialogues__context42
10__social_media_sentiment__sentiment140__binary54
11__consumer_complaints__response_explanation_vs_relief53

Anchor definitions

Minimal Trans Birth

Minimal Trans Birth: Content characterized by urinating, rides, salman, and related themes. Expressions activating this band reflect trans birth at this level.

Emerging Trans Birth

Emerging Trans Birth: Content characterized by seems, guy, make, and related themes. Expressions activating this band reflect trans birth at this level.

Elevated Trans Birth

Elevated Trans Birth: Content characterized by drag, identity, name, and related themes. Expressions activating this band reflect trans birth at this level.

Severe Trans Birth

Severe Trans Birth: Content characterized by transitioned, trans, another, and related themes. Expressions activating this band reflect trans birth at this level.