Health Lens dimensions

Burnout

Dimension 687 of 1,100 · Health Lens

Excitement Index
0.0540

Burnout measures a state of emotional and mental depletion marked by feeling worn out, overextended, and unable to keep going in a demanding role or ongoing life strain. It encompasses exhaustion, burden, and a sense of being used up or burned out.

evidence final name · Satisfaction Fatigue Burnout

Bands

Minimal Burnout

Expressions activating this band show no clear evidence of burnout and are largely unrelated, diffuse, or context-fragmented rather than describing exhaustion or depletion.

Mild Burnout

Expressions activating this band reflect early strain, lowered self-regard, fatigue, and thoughts of being unable to cope, without a clear, sustained burned-out identity. The experience is one of stress-related weariness and burden beginning to tax emotional or cognitive functioning.

Moderate Burnout

Expressions activating this band describe recognizable emotional exhaustion, feeling worn out by ongoing demands, and questioning one's ability to continue in a taxing role. Burnout is experienced as persistent depletion and burden tied to continued responsibility.

High Burnout

Expressions activating this band convey a strong, explicit sense of being burnt out or on the verge of collapse from sustained demands. The experience is one of severe depletion with little remaining emotional reserve.

Severe Burnout

Expressions activating this band directly state feeling burned out or burnt out in an unequivocal, fully crystallized form. Burnout is experienced as intense exhaustion and complete emotional depletion.

Evidence summary

Candidate names

Burnout183.30
Burnout Personal Burnout103.90
Personal Burnout95.50
Client-related Burnout80.20
Work-related Burnout79.70

Sentence counts by range

B-10..B-5105,162
B-4..B24,776,551
B3..B999,756
B10..B16267
B17..B39107

Dataset representation

01__health_reviews__druglib__benefits_effectiveness68
03__fact_checking__liar__truth_ordinal84
05__whole_disney_dataset__rating89
06__text_reviews__acl_imdb__binary_sentiment194
07__emotion_labels__goemotions_reddit__multilabel117
08__dialogue_emotion__empathetic_dialogues__context85
10__social_media_sentiment__sentiment140__binary275
11__consumer_complaints__response_explanation_vs_relief124

Anchor definitions

Minimal Satisfaction Fatigue Burnout

Minimal Satisfaction Fatigue Burnout: Expressions show no meaningful satisfaction fatigue burnout content. The proxy is effectively absent. Expressions activating this band are unrelated to satisfaction fatigue burnout.

Emerging Satisfaction Fatigue Burnout

Emerging Satisfaction Fatigue Burnout: Satisfaction fatigue burnout is clearly present at this level. This is the first band where satisfaction fatigue burnout becomes detectable. Expressions activating this band reflect satisfaction fatigue burnout at this level of intensity.

Elevated Satisfaction Fatigue Burnout

Elevated Satisfaction Fatigue Burnout: Satisfaction fatigue burnout is clearly present at this level. Compared to the band below, satisfaction fatigue burnout is more intense and concentrated but retains the same essential character. Expressions activating this band reflect satisfaction fatigue burnout at this level of intensity.

Severe Satisfaction Fatigue Burnout

Severe Satisfaction Fatigue Burnout: Satisfaction fatigue burnout is clearly present at this level. Compared to the band below, satisfaction fatigue burnout is more intense and concentrated but retains the same essential character. Expressions activating this band reflect satisfaction fatigue burnout at this level of intensity.