Health Lens dimensions

Work Satisfaction

Dimension 720 of 1,100 · Health Lens

Excitement Index
0.0531

Work Satisfaction measures how positively an expression evaluates work, including enjoyment of the role, satisfaction with job conditions, perceived fit, supervision, benefits, and opportunities for growth or advancement.

evidence final name · Satisfied Happy

Bands

Minimal Work Satisfaction

Expressions activating this band mention work, roles, rules, workload, or performance in a descriptive or mixed way without a clear positive evaluation of the work experience. The work context is present, but satisfaction is absent, indirect, or only weakly implied.

Moderate Work Satisfaction

Expressions activating this band convey generally favorable appraisal of work or life circumstances tied to work, such as adequate pay, enjoyment, competence, or approval of organizational conditions. Satisfaction is present but broad, qualified, or distributed across several practical aspects of the role.

High Work Satisfaction

Expressions activating this band show clear positive regard for one's job and its future, especially satisfaction with the current position, enjoyment of the role, and confidence in advancement or career development. Work is experienced as rewarding and promising.

Very High Work Satisfaction

Expressions activating this band express strong, explicit satisfaction with work itself and with specific features of the employment experience, including skills gained, supervision, benefits, and opportunities to learn and advance. The job is experienced as distinctly pleasing, worthwhile, and supportive.

Evidence summary

Candidate names

Satisfied Happy1.00
All0.50
Career0.50

Sentence counts by range

B-6..B02,092,130
B1..B72,888,516
B8..B9987
B10..B16210

Dataset representation

01__health_reviews__druglib__benefits_effectiveness52
03__fact_checking__liar__truth_ordinal68
05__whole_disney_dataset__rating65
06__text_reviews__acl_imdb__binary_sentiment61
07__emotion_labels__goemotions_reddit__multilabel55
08__dialogue_emotion__empathetic_dialogues__context81
10__social_media_sentiment__sentiment140__binary57
11__consumer_complaints__response_explanation_vs_relief104

Anchor definitions

Minimal Satisfied Happy

Minimal Satisfied Happy: Content characterized by reach, buy, federal, and related themes. Expressions activating this band reflect satisfied happy at this level.

Moderate Satisfied Happy

Moderate Satisfied Happy: Content characterized by all, salary, promotion, and related themes. Expressions activating this band reflect satisfied happy at this level.

Intense Satisfied Happy

Intense Satisfied Happy: Content characterized by position, all, happy, and related themes. Expressions activating this band reflect satisfied happy at this level.

Peak Satisfied Happy

Peak Satisfied Happy: Content characterized by satisfied, enjoying, unsatisfied, and related themes. Expressions activating this band reflect satisfied happy at this level.