Health Lens dimensions

Depressive Distress

Dimension 418 of 1,100 · Health Lens

Excitement Index
0.0603

Depressive Distress measures the presence and severity of depressed mood, hopelessness, low self-worth, emotional strain, and reduced capacity to function. It encompasses expressions of feeling low, losing interest or pleasure, being overwhelmed, and experiencing emotional suffering that interferes with daily life.

evidence final name · Strengths Difficulties

Bands

Minimal Depressive Distress

Expressions activating this band contain little or no clear evidence of depressed mood or emotional suffering, and are often neutral, administrative, or otherwise unrelated to personal emotional state.

Moderate Depressive Distress

Expressions activating this band describe feeling unhappy, low, or emotionally troubled, often with diminished interest, restlessness, or some difficulty managing problems and daily activities.

Severe Depressive Distress

Expressions activating this band convey intense depressed mood marked by crying, hopelessness, self-devaluation, pervasive strain, and the sense that ordinary demands require great effort or feel overwhelming.

Evidence summary

Candidate names

Strengths Difficulties64.90
Strengths54.40
Depression41.60
Rosenberg Self-esteem 6-item41.30
Self-esteem 6-item Rse41.30

Sentence counts by range

B-6..B-44,067
B-3..B24,651,819
B3..B8325,957

Dataset representation

01__health_reviews__druglib__benefits_effectiveness52
03__fact_checking__liar__truth_ordinal64
05__whole_disney_dataset__rating72
06__text_reviews__acl_imdb__binary_sentiment95
07__emotion_labels__goemotions_reddit__multilabel67
08__dialogue_emotion__empathetic_dialogues__context82
10__social_media_sentiment__sentiment140__binary93
11__consumer_complaints__response_explanation_vs_relief93

Anchor definitions

Lower Strengths Difficulties

Lower Strengths Difficulties: Expressions show no meaningful strengths difficulties content. The proxy is effectively absent. Expressions activating this band are unrelated to strengths difficulties.

Moderate Strengths Difficulties

Moderate Strengths Difficulties: Strengths difficulties is clearly present at this level. This is the first band where strengths difficulties becomes detectable. Expressions activating this band reflect strengths difficulties at this level of intensity.

Higher Strengths Difficulties

Higher Strengths Difficulties: Strengths difficulties is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where strengths difficulties was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band likely reflect strengths difficulties at a clinical or disorder-relevant level.