Health Lens dimensions

Emotional Distress

Dimension 975 of 1,100 · Health Lens

Excitement Index
0.0443

Emotional Distress measures the presence and intensity of troubled emotional functioning, including sadness, loneliness, upset, restlessness, worry, and related signs of inner strain. It encompasses expressions of dysphoric mood, agitation, and emotionally burdened experience.

evidence final name · She Small

Bands

Minimal Emotional Distress

Expressions activating this band contain little clear evidence of troubled emotional functioning, or mention isolated negative states without a sustained pattern of upset, sadness, worry, or agitation.

Moderate Emotional Distress

Expressions activating this band describe noticeable emotional strain, such as worry, indecision, troubled thoughts, or concern tied to relationships and personal safety. The distress is present as a meaningful psychological burden rather than a fleeting reaction.

High Emotional Distress

Expressions activating this band describe pronounced dysphoria and agitation, including crying, loneliness, unhappiness, restlessness, and disrupted appetite or usual functioning. The emotional state appears pervasive and strongly felt.

Evidence summary

Candidate names

She Small1.00
Unhappy0.50
Restless0.50

Sentence counts by range

B-3..B34,894,046
B4..B1084,437
B11..B173,360

Dataset representation

01__health_reviews__druglib__benefits_effectiveness49
03__fact_checking__liar__truth_ordinal53
05__whole_disney_dataset__rating81
06__text_reviews__acl_imdb__binary_sentiment87
07__emotion_labels__goemotions_reddit__multilabel85
08__dialogue_emotion__empathetic_dialogues__context117
10__social_media_sentiment__sentiment140__binary88
11__consumer_complaints__response_explanation_vs_relief85

Anchor definitions

Low She Small

Low She Small: Content characterized by inquiries, cfr, credit, and related themes. Expressions activating this band reflect she small at this level.

Moderate She Small

Moderate She Small: Content characterized by she, her, after, and related themes. Expressions activating this band reflect she small at this level.

High She Small

High She Small: Content characterized by she, small, unhappy, and related themes. Expressions activating this band reflect she small at this level.