Health Lens dimensions

Joy

Dimension 672 of 1,100 · Health Lens

Excitement Index
0.0543

Joy measures the experience and expression of positive emotional uplift, ranging from minimal or ordinary positive feeling to vivid delight, bliss, and overjoyed happiness. It encompasses felt happiness, excitement, pleasure, and exuberant gladness.

evidence final name · Positive Affect

Bands

Minimal Joy

Expressions activating this band show little to no clear joy, with affect that is neutral, mixed, subdued, or only generally positive without exuberance. The emotional tone may include stability, mild pride, ordinary happiness, or unrelated feeling states rather than distinct delight.

Mild Joy

Expressions activating this band convey clear positive feeling such as happiness, pleasure, excitement, or feeling alive. Joy is present as an upbeat emotional state but remains everyday and not yet rapturous.

Moderate Joy

Expressions activating this band convey strong joy marked by delight, pleased happiness, blissfulness, or an inward sense of radiating joy. The feeling is vivid and warmly celebratory.

High Joy

Expressions activating this band convey intense joy experienced as elation, pure bliss, or ecstatic happiness. The emotional state is immersive and strongly felt.

Extreme Joy

Expressions activating this band convey peak joy expressed as being delighted or overjoyed. The feeling is concentrated, unmistakable, and reaches a state of exuberant gladness.

Evidence summary

Candidate names

Positive Affect211.80
Affect206.70
Positive Affect 13-1757.30
Positive Negative Affect55.60
Positive Affect 3-755.00

Sentence counts by range

B-5..B11,487,116
B2..B83,486,116
B9..B158,429
B16..B18148
B19..B2534

Dataset representation

01__health_reviews__druglib__benefits_effectiveness82
03__fact_checking__liar__truth_ordinal44
05__whole_disney_dataset__rating115
06__text_reviews__acl_imdb__binary_sentiment166
07__emotion_labels__goemotions_reddit__multilabel104
08__dialogue_emotion__empathetic_dialogues__context175
10__social_media_sentiment__sentiment140__binary177
11__consumer_complaints__response_explanation_vs_relief127

Anchor definitions

Minimal Positive Affect

Minimal Positive Affect: Positive affect is present at a low level. Expressions activating this band reflect early or diffuse positive affect.

Emerging Positive Affect

Emerging Positive Affect: Positive affect is clearly present at this level. Unlike the band below, where positive affect was characterized by a general or mixed form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect positive affect at this level of intensity.

Elevated Positive Affect

Elevated Positive Affect: Positive affect is clearly present at this level. Compared to the band below, positive affect is more intense and concentrated but retains the same essential character. Expressions activating this band reflect positive affect at this level of intensity.

Severe Positive Affect

Severe Positive Affect: Positive affect is present here in a general or mixed form without a single dominant facet. Unlike the band below, where positive affect was characterized by a general 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 positive affect.