PsyProxy
Health Lens dimensions

Depressive Distress

Dimension 1 of 1,100 · Health Lens

Excitement Index
0.1837

Depressive Distress measures the presence and severity of depressed mood and related emotional, cognitive, and behavioral slowing in an expression. It encompasses sadness, self-blame, low motivation, reduced appetite or activity, fatigue, and negative self-evaluation.

evidence final name · Felt Sad

Bands

Minimal Depressive Distress

Expressions activating this band contain little to no clear depressive content, or only very weak, indirect, or nonspecific personal difficulty. They may be neutral, descriptive, or unrelated to mood disturbance.

Moderate Depressive Distress

Expressions activating this band convey noticeable emotional strain marked by worry, restlessness, self-blame, concentration problems, reduced appetite, or passive disengagement. The distress is personally felt and functionally meaningful, but not dominated by pervasive sadness or strongly negative self-appraisal.

High Depressive Distress

Expressions activating this band convey clear depressed mood with fatigue, irritability, withdrawal, sleep or memory problems, diminished activity, and global negative judgments about the self or life. The distress is experienced as pervasive and burdensome in daily functioning.

Evidence summary

Candidate names

Felt Sad1.00
Less0.50
Too0.50

Sentence counts by range

B-2..B-1144,822
B0..B14,822,918
B2..B514,103

Dataset representation

01__health_reviews__druglib__benefits_effectiveness58
03__fact_checking__liar__truth_ordinal18
05__whole_disney_dataset__rating26
06__text_reviews__acl_imdb__binary_sentiment21
07__emotion_labels__goemotions_reddit__multilabel35
08__dialogue_emotion__empathetic_dialogues__context46
10__social_media_sentiment__sentiment140__binary52
11__consumer_complaints__response_explanation_vs_relief35

Anchor definitions

Low Felt Sad

Low Felt Sad: Content characterized by account, email, verification, and related themes. Expressions activating this band reflect felt sad at this level.

Moderate Felt Sad

Moderate Felt Sad: Content characterized by felt, stop, hard, and related themes. Expressions activating this band reflect felt sad at this level.

High Felt Sad

High Felt Sad: Content characterized by felt, sad, too, and related themes. Expressions activating this band reflect felt sad at this level.