Health Lens dimensions

Depressive Distress

Dimension 669 of 1,100 · Health Lens

Excitement Index
0.0544

Depressive Distress measures the presence and impact of sadness, sorrow, and depressed mood as an emotional burden in daily life. It encompasses both the felt experience of low mood and the extent to which that distress is experienced as bothersome or functionally disruptive.

evidence final name · Sad Cfr

Bands

Minimal Depressive Distress

Expressions activating this band show little to no sadness or depressed mood, with attention often directed toward general health, physical limitations, aging, or other neutral concerns rather than emotional suffering.

Moderate Depressive Distress

Expressions activating this band describe sadness, sorrow, or depression as a noticeable emotional problem that is present and bothersome. The mood state is acknowledged directly, often as a recurring feeling or concern.

High Depressive Distress

Expressions activating this band describe sadness or depression as a substantial burden that interferes with everyday functioning, social participation, or independence. The distress is experienced not only as felt low mood but as something that hurts daily life and limits activity.

Evidence summary

Candidate names

Sad Cfr1.00
According0.50
Tens0.50

Sentence counts by range

B-6..B-322,448
B-2..B44,955,024
B5..B84,371

Dataset representation

01__health_reviews__druglib__benefits_effectiveness58
03__fact_checking__liar__truth_ordinal68
05__whole_disney_dataset__rating61
06__text_reviews__acl_imdb__binary_sentiment83
07__emotion_labels__goemotions_reddit__multilabel74
08__dialogue_emotion__empathetic_dialogues__context74
10__social_media_sentiment__sentiment140__binary98
11__consumer_complaints__response_explanation_vs_relief100

Anchor definitions

Low Sad Cfr

Low Sad Cfr: Content characterized by sensor, acct, charge, and related themes. Expressions activating this band reflect sad cfr at this level.

Moderate Sad Cfr

Moderate Sad Cfr: Content characterized by sad, minute, illness, and related themes. Expressions activating this band reflect sad cfr at this level.

High Sad Cfr

High Sad Cfr: Content characterized by cfr, according, tens, and related themes. Expressions activating this band reflect sad cfr at this level.