Health Lens dimensions

Depressive Distress

Dimension 1042 of 1,100 · Health Lens

Excitement Index
0.0397

Depressive Distress measures the presence and severity of depressed mood and related emotional disturbance in an expression. It encompasses sadness, hopelessness, low spirits, loss of interest, irritability, concentration problems, and broader signs of depressive or emotionally troubled functioning.

evidence final name · Sad Koran

Bands

Minimal Depressive Distress

Expressions activating this band contain little to no clear evidence of depressed mood or related emotional disturbance, and may instead consist of unrelated topical or pop-culture references. When depressive content is present, it is only faintly implied rather than directly described.

Moderate Depressive Distress

Expressions activating this band describe noticeable sadness, depressed mood, moodiness, hopelessness, or stress-related emotional upset that affects attention, social activity, or daily functioning. The distress is explicit and psychologically salient, but is typically framed as episodic symptoms rather than pervasive impairment.

High Depressive Distress

Expressions activating this band describe pronounced depressive experience marked by low or very low spirits, persistent sadness, anhedonia, restlessness, irritability, appetite disruption, or references to emotional or psychiatric problems. The distress is presented as substantial and clinically serious in tone.

Evidence summary

Candidate names

Sad Koran1.00
Appalling0.50
Marines0.50

Sentence counts by range

B-8..B-57,644
B-4..B24,954,038
B3..B920,161

Dataset representation

01__health_reviews__druglib__benefits_effectiveness40
03__fact_checking__liar__truth_ordinal47
05__whole_disney_dataset__rating74
06__text_reviews__acl_imdb__binary_sentiment67
07__emotion_labels__goemotions_reddit__multilabel73
08__dialogue_emotion__empathetic_dialogues__context72
10__social_media_sentiment__sentiment140__binary155
11__consumer_complaints__response_explanation_vs_relief78

Anchor definitions

Low Sad Koran

Low Sad Koran: Content characterized by ddlovato, star, wars, and related themes. Expressions activating this band reflect sad koran at this level.

Moderate Sad Koran

Moderate Sad Koran: Content characterized by all, sad, moody, and related themes. Expressions activating this band reflect sad koran at this level.

High Sad Koran

High Sad Koran: Content characterized by koran, appalling, marines, and related themes. Expressions activating this band reflect sad koran at this level.