Health Lens dimensions

Emotional Exhaustion

Dimension 262 of 1,100 · Health Lens

Excitement Index
0.0659

Emotional Exhaustion measures the degree to which an expression conveys depletion of emotional and mental energy, including feeling drained, worn out, weary, and unable to sustain engagement. It encompasses fatigue tied to ongoing demands, reduced stamina, and loss of interest or capacity to keep giving to others or to work.

evidence final name · Oldenburg Burnout

Bands

Absent Emotional Exhaustion

Expressions activating this band do not convey a recognizable state of depletion or fatigue and instead focus on unrelated practical or administrative concerns.

Mild Emotional Exhaustion

Expressions activating this band convey early tiredness, low mood, reduced productivity, or frustration that suggests strain is present but not yet described as deep depletion. The experience is one of being somewhat sluggish, discouraged, or sleep-deprived while still functioning.

Moderate Emotional Exhaustion

Expressions activating this band describe clear emotional draining and wear from ongoing demands, often with concern about sustaining effort over time. The experience includes feeling emotionally spent, worn out by helping or work, and less motivated to invest in future goals.

High Emotional Exhaustion

Expressions activating this band describe pervasive weariness and depletion that persists through and after demanding activity. The experience includes feeling old, tired, totally drained, and in need of recovery before concentration or engagement can resume.

Severe Emotional Exhaustion

Expressions activating this band convey near-complete depletion, with a sense that little remains to give emotionally. The experience includes losing interest in other people and feeling emptied of the energy needed to stay engaged.

Evidence summary

Candidate names

Burnout122.40
Agree77.70
Disagree77.70
Oldenburg Burnout69.00
Agree Disagree63.00

Sentence counts by range

B-9..B-5261,657
B-4..B24,703,056
B3..B415,708
B5..B101,402
B11..B1720

Dataset representation

01__health_reviews__druglib__benefits_effectiveness84
03__fact_checking__liar__truth_ordinal59
05__whole_disney_dataset__rating113
06__text_reviews__acl_imdb__binary_sentiment94
07__emotion_labels__goemotions_reddit__multilabel100
08__dialogue_emotion__empathetic_dialogues__context100
10__social_media_sentiment__sentiment140__binary106
11__consumer_complaints__response_explanation_vs_relief141

Anchor definitions

Minimal Oldenburg Burnout

Minimal Oldenburg Burnout: Expressions show no meaningful oldenburg burnout content. The proxy is effectively absent. Expressions activating this band are unrelated to oldenburg burnout.

Emerging Oldenburg Burnout

Emerging Oldenburg Burnout: Oldenburg burnout is clearly present at this level. This is the first band where oldenburg burnout becomes detectable. Expressions activating this band reflect oldenburg burnout at this level of intensity.

Elevated Oldenburg Burnout

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

Severe Oldenburg Burnout

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