Health Lens dimensions

Emotional Distress

Dimension 913 of 1,100 · Health Lens

Excitement Index
0.0473

Emotional Distress measures the presence and impact of troubling emotional or psychiatric difficulties, including negative self-evaluation, emotional crisis states, numbness, and problems severe enough to affect daily functioning. It encompasses both subjective emotional suffering and the extent to which that suffering is recognized as a problem in life.

evidence final name · Emotional Result

Bands

Minimal Emotional Distress

Expressions activating this band describe isolated mentions of feeling bad, difficulty getting through the day, help-seeking, or possible emotional concerns without a clear, sustained emotional problem or functional impact. The distress is tentative, episodic, screened for, or minimally specified.

Moderate Emotional Distress

Expressions activating this band describe clearly felt emotional strain, such as crisis reactions, emotional abuse, numbness, tension, or reliance on emotional support. The distress is subjectively salient and emotionally meaningful, but is presented mainly as an experienced state rather than a broadly life-altering problem.

High Emotional Distress

Expressions activating this band describe recognized emotional or psychiatric problems that are identified as significant difficulties and linked to changes in daily life, activities, or role functioning. The distress is framed as an established problem with noticeable consequences.

Evidence summary

Candidate names

Emotional Result1.00
Interfere0.50
Amount0.50

Sentence counts by range

B-4..B24,822,893
B3132,069
B4..B926,881

Dataset representation

01__health_reviews__druglib__benefits_effectiveness53
03__fact_checking__liar__truth_ordinal56
05__whole_disney_dataset__rating75
06__text_reviews__acl_imdb__binary_sentiment62
07__emotion_labels__goemotions_reddit__multilabel62
08__dialogue_emotion__empathetic_dialogues__context57
10__social_media_sentiment__sentiment140__binary102
11__consumer_complaints__response_explanation_vs_relief87

Anchor definitions

Low Emotional Result

Low Emotional Result: Content characterized by emotional, due, percent, and related themes. Expressions activating this band reflect emotional result at this level.

Moderate Emotional Result

Moderate Emotional Result: Content characterized by allen, emotional, emotionally, and related themes. Expressions activating this band reflect emotional result at this level.

High Emotional Result

High Emotional Result: Content characterized by emotional, result, interfere, and related themes. Expressions activating this band reflect emotional result at this level.