Health Lens dimensions

Death Preoccupation

Dimension 464 of 1,100 · Health Lens

Excitement Index
0.0592

Death Preoccupation measures the extent to which an expression is occupied by thoughts, fears, anticipation, and personal meaning related to death and dying. It encompasses awareness of mortality, concern about one's own death, and sustained mental engagement with the end of life.

evidence final name · Emotional Impact

Bands

Minimal Death Preoccupation

Expressions activating this band show little to no engagement with death or dying, or only incidental, indirect, or highly diffuse references that do not organize the expression around mortality.

Low Death Preoccupation

Expressions activating this band mention death, dying, loss, or threat to life as a recognized concern, often in relation to another person or as a passing wish or fear, without sustained personal focus on one's own mortality.

Moderate Death Preoccupation

Expressions activating this band reflect active awareness of mortality and recurring thought about death or limited time left to live. Death is treated as personally relevant and emotionally salient, often with reflection on life completion or dying soon.

High Death Preoccupation

Expressions activating this band center on frequent, emotionally charged thought about death and dying, including fear of death, sadness about life's end, and repeated mental return to dying as a personal reality.

Severe Death Preoccupation

Expressions activating this band show persistent, intrusive focus on one's own death, including preoccupation with how death will occur, discussion of one's death with others, and worry about its consequences for loved ones.

Evidence summary

Candidate names

Emotional59.50
Concern Death Dying53.10
Covid-1951.50
Death Dying47.20
Concern Death46.00

Sentence counts by range

B-7..B-396,314
B-2..B74,881,203
B8..B143,314
B15..B20701
B21..B34311

Dataset representation

01__health_reviews__druglib__benefits_effectiveness63
03__fact_checking__liar__truth_ordinal81
05__whole_disney_dataset__rating73
06__text_reviews__acl_imdb__binary_sentiment213
07__emotion_labels__goemotions_reddit__multilabel168
08__dialogue_emotion__empathetic_dialogues__context172
10__social_media_sentiment__sentiment140__binary204
11__consumer_complaints__response_explanation_vs_relief130

Anchor definitions

Minimal Emotional Impact

Minimal Emotional Impact: Emotional impact is present at a low level. Expressions activating this band reflect early or diffuse emotional impact.

Emerging Emotional Impact

Emerging Emotional Impact: Emotional impact is clearly present at this level. Unlike the band below, where emotional impact was characterized by the behavioral form, the proxy here has shifted in character. Expressions activating this band reflect emotional impact at this level of intensity.

Elevated Emotional Impact

Elevated Emotional Impact: Emotional impact is clearly present at this level. Compared to the band below, emotional impact is more intense and concentrated but retains the same essential character. Expressions activating this band reflect emotional impact at this level of intensity.

Severe Emotional Impact

Severe Emotional Impact: Emotional impact is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where emotional impact 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 likely reflect emotional impact at a clinical or disorder-relevant level.