Health Lens dimensions

Depressed Mood

Dimension 130 of 1,100 · Health Lens

Excitement Index
0.0736

Depressed Mood measures the presence and intensity of sadness, low spirits, and inability to feel cheered or emotionally lifted. It encompasses expressions of feeling blue, persistent unhappiness, and discouragement that can include loss of energy or a sense of giving up.

evidence final name · Sadness Depression

Bands

Absent Depressed Mood

Expressions activating this band do not show a clear depressed emotional state and are largely unrelated, administrative, or fragmentary in content.

Mild Depressed Mood

Expressions activating this band show diffuse or indirect signs of sadness, unhappiness, or reduced emotional control, sometimes mixed with unrelated material. The depressed state is present as a general negative tone rather than a sustained, clearly elaborated low mood.

Moderate Depressed Mood

Expressions activating this band describe persistent sadness, low spirits, and reduced capacity for pleasure or motivation. The mood state is clearly felt and may include feeling unable to get going or wanting to give up.

High Depressed Mood

Expressions activating this band convey a distinctly downhearted, blue, or lonely emotional state with little sense of relief. The mood is experienced as emotionally heavy and difficult to shake or cheer up.

Severe Depressed Mood

Expressions activating this band present depressed feeling in a direct, concentrated form, centered on explicitly feeling blue. The emotional state is stated plainly as an active experience rather than a passing reaction.

Evidence summary

Candidate names

Depression184.50
Epidemiologic82.70
Sadness Depression71.70
Epidemiologic Depression62.30
Sadness55.40

Sentence counts by range

B-10..B-98,454
B-8..B-22,327,384
B-1..B52,643,684
B6..B92,144
B10..B16177

Dataset representation

01__health_reviews__druglib__benefits_effectiveness68
03__fact_checking__liar__truth_ordinal73
05__whole_disney_dataset__rating119
06__text_reviews__acl_imdb__binary_sentiment155
07__emotion_labels__goemotions_reddit__multilabel115
08__dialogue_emotion__empathetic_dialogues__context126
10__social_media_sentiment__sentiment140__binary232
11__consumer_complaints__response_explanation_vs_relief210

Anchor definitions

Minimal Sadness Depression

Minimal Sadness Depression: Expressions show no meaningful sadness depression content. The proxy is effectively absent. Expressions activating this band are unrelated to sadness depression.

Emerging Sadness Depression

Emerging Sadness Depression: Sadness depression is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. This is the first band where sadness depression becomes detectable. Expressions activating this band likely reflect sadness depression at a clinical or disorder-relevant level.

Elevated Sadness Depression

Elevated Sadness Depression: Sadness depression is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Compared to the band below, sadness depression is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect sadness depression at a clinical or disorder-relevant level.

Severe Sadness Depression

Severe Sadness Depression: Sadness depression is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Compared to the band below, sadness depression is more intense and concentrated but retains the same essential character. Expressions activating this band likely reflect sadness depression at a clinical or disorder-relevant level.