Health Lens dimensions

Happiness

Dimension 249 of 1,100 · Health Lens

Excitement Index
0.0665

Happiness measures the extent to which an expression conveys positive mood, cheerfulness, and a favorable sense of life satisfaction or personal well-being. It encompasses feeling happy, smiling, enjoying life, and identifying oneself as a happy person.

evidence final name · Stress Stress

Bands

Minimal Happiness

Expressions activating this band show little or no clear happiness content, with only scattered references to feelings, impulsivity, criticism, temptation, or neutral factual material. The positive mood component is largely absent or only indirectly implied.

Low Happiness

Expressions activating this band refer to happiness as an occasional or situational feeling, often alongside boredom, pessimism, annoyance, or uncertainty about satisfaction. Positive mood is present as a limited or fluctuating experience.

Moderate Happiness

Expressions activating this band present happiness as a general personal state or valued life quality. They describe being a happy person, experiencing happiness across much of the day, or viewing happiness as important in life.

High Happiness

Expressions activating this band emphasize an active wish or tendency to be happy, smiling, and upbeat. Happiness is framed as a salient desired emotional state.

Intense Happiness

Expressions activating this band center strongly on happiness as a defining personal style or identity, including explicit reflection on being light-hearted or happy-go-lucky. Happiness is treated as a pronounced and self-relevant emotional characteristic.

Evidence summary

Candidate names

Stress64.10
Emotional58.20
Part Personal Wellbeing38.60
Emotional Well-being36.80
Antisocial Process Device34.90

Sentence counts by range

B-8..B-3195,871
B-2..B44,599,031
B5..B10186,508
B11..B12374
B13..B1959

Dataset representation

01__health_reviews__druglib__benefits_effectiveness83
03__fact_checking__liar__truth_ordinal72
05__whole_disney_dataset__rating108
06__text_reviews__acl_imdb__binary_sentiment163
07__emotion_labels__goemotions_reddit__multilabel117
08__dialogue_emotion__empathetic_dialogues__context120
10__social_media_sentiment__sentiment140__binary160
11__consumer_complaints__response_explanation_vs_relief147

Anchor definitions

Minimal Stress Stress

Minimal Stress Stress: Expressions show no meaningful stress stress content. The proxy is effectively absent. Expressions activating this band are unrelated to stress stress.

Emerging Stress Stress

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

Elevated Stress Stress

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

Severe Stress Stress

Severe Stress Stress: Stress stress is present here in a general or mixed form without a single dominant facet. Unlike the band below, where stress stress was characterized by the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse stress stress.