Health Lens dimensions

Sadness

Dimension 653 of 1,100 · Health Lens

Excitement Index
0.0547

Sadness measures the presence and intensity of sorrowful, downcast, and emotionally pained expression. It encompasses feeling sad, helpless, self-pitying, and affected by loss, disappointment, or diminished happiness.

evidence final name · Sad Loser

Bands

Minimal Sadness

Expressions activating this band show no clear sorrowful tone and are largely neutral, fragmentary, or unrelated to feeling sad. When emotion appears, it is too weak or nonspecific to indicate a sustained sad state.

Mild Sadness

Expressions activating this band convey early or mixed emotional distress, with sadness appearing alongside restriction, unease, loss, or disrupted life expectations. The sorrow is recognizable but not yet the dominant or fully elaborated emotional state.

Moderate Sadness

Expressions activating this band directly convey feeling sad, helpless, alone, or sorry for oneself. Sadness is personally felt and begins to interfere with outlook, coping, or engagement with others.

High Sadness

Expressions activating this band portray sustained sadness tied to loss, reduced freedom, changed expectations, inadequacy, or diminished happiness. The emotional pain is clearly integrated into how the person understands their situation and future.

Severe Sadness

Expressions activating this band depict intense sorrow in strongly negative, tragic, pitiable, or self-denigrating terms. Sadness is experienced as acute emotional suffering with a starkly bleak tone.

Evidence summary

Candidate names

Sad Loser1.00
Tragic0.50
Pathetic0.50

Sentence counts by range

B-10..B-4769,583
B-3986,341
B-2..B43,198,768
B5..B1027,049
B11..B17102

Dataset representation

01__health_reviews__druglib__benefits_effectiveness35
03__fact_checking__liar__truth_ordinal60
05__whole_disney_dataset__rating66
06__text_reviews__acl_imdb__binary_sentiment120
07__emotion_labels__goemotions_reddit__multilabel78
08__dialogue_emotion__empathetic_dialogues__context67
10__social_media_sentiment__sentiment140__binary94
11__consumer_complaints__response_explanation_vs_relief68

Anchor definitions

Minimal Sad Loser

Minimal Sad Loser: Content characterized by added, others, are, and related themes. Expressions activating this band reflect sad loser at this level.

Emerging Sad Loser

Emerging Sad Loser: Content characterized by place, make, next, and related themes. Expressions activating this band reflect sad loser at this level.

Elevated Sad Loser

Elevated Sad Loser: Content characterized by kids, sorry, enemies, and related themes. Expressions activating this band reflect sad loser at this level.

Severe Sad Loser

Severe Sad Loser: Content characterized by pocky, pitiful, loses, and related themes. Expressions activating this band reflect sad loser at this level.