Health Lens dimensions

Depressive Distress

Dimension 866 of 1,100 · Health Lens

Excitement Index
0.0487

Depressive Distress measures the presence of depressed mood and related self-evaluative, energy, and functional symptoms expressed as emotional suffering. It encompasses sadness, hopelessness, low self-worth, fatigue, and the felt burden of these experiences.

evidence final name · Twice Everything

Bands

Minimal Depressive Distress

Expressions activating this band mention depressive or related symptoms in a broad, screening-like, or weakly specified way, often alongside unrelated physical or service-use content. The depressive content appears as a minimal or loosely anchored presence rather than a clearly elaborated emotional state.

Moderate Depressive Distress

Expressions activating this band describe recognizable depressive suffering through negative self-appraisal, tiredness, reduced functioning, or a sense that daily life is going poorly. The experience is concrete and personally felt, with emotional and behavioral impact clearly present.

High Depressive Distress

Expressions activating this band center on distinctly sad mood as a salient emotional state. The experience is presented as direct, sustained sadness rather than a diffuse or indirect complaint.

Evidence summary

Candidate names

Twice Everything1.00
Consider0.50
Moving0.50

Sentence counts by range

B-5..B13,739,683
B2..B71,240,949
B8..B141,211

Dataset representation

01__health_reviews__druglib__benefits_effectiveness51
03__fact_checking__liar__truth_ordinal49
05__whole_disney_dataset__rating74
06__text_reviews__acl_imdb__binary_sentiment77
07__emotion_labels__goemotions_reddit__multilabel69
08__dialogue_emotion__empathetic_dialogues__context65
10__social_media_sentiment__sentiment140__binary111
11__consumer_complaints__response_explanation_vs_relief82

Anchor definitions

Low Twice Everything

Low Twice Everything: Content characterized by dead, lot, may, and related themes. Expressions activating this band reflect twice everything at this level.

Moderate Twice Everything

Moderate Twice Everything: Content characterized by twice, consider, moving, and related themes. Expressions activating this band reflect twice everything at this level.

High Twice Everything

High Twice Everything: Content characterized by everything, access, reasons, and related themes. Expressions activating this band reflect twice everything at this level.