Health Lens dimensions

Happiness

Dimension 1021 of 1,100 · Health Lens

Excitement Index
0.0413

Happiness measures the extent to which an expression conveys positive mood, cheerfulness, enjoyment of life, and a generally happy self-view. It encompasses both momentary feelings of happiness and broader judgments of being a happy person or living happily.

evidence final name · All Felt

Bands

Minimal Happiness

Expressions activating this band do not provide clear evidence of happiness and may be unrelated, fragmentary, or too nonspecific to indicate a positive emotional state.

Low Happiness

Expressions activating this band reflect limited or mixed positive mood, with happiness framed alongside struggle, unhappiness, difficulty coping, or only occasional comfort and good spirits.

Moderate Happiness

Expressions activating this band reflect a clear sense of happiness, satisfaction with life and relationships, and hopefulness about the future. Positive feeling is present as a recurring state rather than only a brief moment.

High Happiness

Expressions activating this band reflect a strong, generalized sense of being a happy person, with broad endorsement of happiness across time and in overall self-evaluation. The positive mood is stable, salient, and readily affirmed.

Evidence summary

Candidate names

All Felt1.00
Say0.50
Generally0.50

Sentence counts by range

B-8..B-4123,097
B-3..B34,846,342
B4..B511,849
B6..B12555

Dataset representation

01__health_reviews__druglib__benefits_effectiveness47
03__fact_checking__liar__truth_ordinal60
05__whole_disney_dataset__rating72
06__text_reviews__acl_imdb__binary_sentiment79
07__emotion_labels__goemotions_reddit__multilabel70
08__dialogue_emotion__empathetic_dialogues__context60
10__social_media_sentiment__sentiment140__binary89
11__consumer_complaints__response_explanation_vs_relief81

Anchor definitions

Minimal All Felt

Minimal All Felt: Content characterized by dlc, black, yellow, and related themes. Expressions activating this band reflect all felt at this level.

Moderate All Felt

Moderate All Felt: Content characterized by all, make, reasoning, and related themes. Expressions activating this band reflect all felt at this level.

Intense All Felt

Intense All Felt: Content characterized by all, dated, most, and related themes. Expressions activating this band reflect all felt at this level.

Peak All Felt

Peak All Felt: Content characterized by reasonable, all, pretty, and related themes. Expressions activating this band reflect all felt at this level.