Health Lens dimensions

Depressive Distress

Dimension 797 of 1,100 · Health Lens

Excitement Index
0.0511

Depressive Distress measures the presence and severity of depressed mood and related psychological suffering, including sadness, hopelessness, worthlessness, reduced enjoyment, sleep disturbance, restlessness, and impairment in usual functioning. It encompasses both emotional symptoms and the extent to which those symptoms disrupt daily activity.

evidence final name · She Fed

Bands

Minimal Depressive Distress

Expressions activating this band show little to no clear depressive suffering, with content that is neutral, mixed, or only loosely related to mood and functioning. When depressive content appears, it is minimal, indirect, or not sustained as a central experience.

Moderate Depressive Distress

Expressions activating this band describe recognizable depressive experience marked by sadness or depressed mood, reduced enjoyment, sleep trouble, and some limitation in regular activity. The distress is present and clinically meaningful, but it is expressed more as ongoing difficulty than as pervasive despair.

Severe Depressive Distress

Expressions activating this band describe intense depressive suffering characterized by hopelessness, worthlessness, agitation or restlessness, and substantial disruption of normal activities. The experience is pervasive enough to interfere strongly with work, daily responsibilities, or basic functioning.

Evidence summary

Candidate names

She Fed1.00
Alcoholic0.50
Carry0.50

Sentence counts by range

B-7..B-12,740,835
B0..B42,232,204
B5..B118,804

Dataset representation

01__health_reviews__druglib__benefits_effectiveness60
03__fact_checking__liar__truth_ordinal54
05__whole_disney_dataset__rating72
06__text_reviews__acl_imdb__binary_sentiment86
07__emotion_labels__goemotions_reddit__multilabel74
08__dialogue_emotion__empathetic_dialogues__context66
10__social_media_sentiment__sentiment140__binary121
11__consumer_complaints__response_explanation_vs_relief139

Anchor definitions

Low She Fed

Low She Fed: Content characterized by tried, finally, story, and related themes. Expressions activating this band reflect she fed at this level.

Moderate She Fed

Moderate She Fed: Content characterized by betty, trouble, enjoy, and related themes. Expressions activating this band reflect she fed at this level.

High She Fed

High She Fed: Content characterized by she, fed, alcoholic, and related themes. Expressions activating this band reflect she fed at this level.