Health Lens dimensions

Suicidality Exposure

Dimension 954 of 1,100 · Health Lens

Excitement Index
0.0454

Suicidality Exposure measures the extent to which an expression reflects suicidal thoughts, self-harm, suicide attempts, or close exposure to suicidal behavior in significant others. It encompasses both direct references to one's own suicidality and the personal impact of suicide-related experiences within one's family or close relationships.

evidence final name · Self-harm Suicidal Ideation

Bands

Absent Suicidality Exposure

Expressions activating this band contain little to no suicide-related content and are largely unrelated, generic, or focused on other topics. The proxy is not meaningfully present in the expression.

Minimal Suicidality Exposure

Expressions activating this band show only faint or indirect activation, with scattered distress, responsibility, or adverse-experience content that does not clearly center on suicidality. Suicide-related experience is only weakly implied or peripheral.

Moderate Suicidality Exposure

Expressions activating this band directly reference suicidal thoughts, self-harm, or related severe family adversity such as incarceration and help-seeking around crisis. Suicidality is present as ideation, deliberate self-injury, or closely associated life disruption.

High Suicidality Exposure

Expressions activating this band center on explicit suicide attempts, recurring suicidal thoughts, and the effects of severe crises involving close family members. Suicidality is described as a concrete and consequential experience rather than a passing thought.

Severe Suicidality Exposure

Expressions activating this band focus on suicide attempts within close relationships or family and on the substantial personal impact of those events, often alongside other serious mental health or legal crises. Suicidality is presented as an acute, highly consequential part of the person's relational environment.

Evidence summary

Candidate names

Self-harm55.30
Antisocial Police Contact44.30
Self-harm Suicidal Ideation42.50
Concern Death Dying38.60
Antisocial Police38.50

Sentence counts by range

B-10..B-4663,797
B-3842,816
B-2..B43,453,014
B5..B821,209
B9..B221,007

Dataset representation

01__health_reviews__druglib__benefits_effectiveness93
03__fact_checking__liar__truth_ordinal106
05__whole_disney_dataset__rating85
06__text_reviews__acl_imdb__binary_sentiment180
07__emotion_labels__goemotions_reddit__multilabel94
08__dialogue_emotion__empathetic_dialogues__context82
10__social_media_sentiment__sentiment140__binary131
11__consumer_complaints__response_explanation_vs_relief179

Anchor definitions

Minimal Self-harm Suicidal Ideation

Minimal Self-harm Suicidal Ideation: Expressions show no meaningful self-harm suicidal ideation content. The proxy is effectively absent. Expressions activating this band are unrelated to self-harm suicidal ideation.

Emerging Self-harm Suicidal Ideation

Emerging Self-harm Suicidal Ideation: Self-harm suicidal ideation is present here in a general or mixed form without a single dominant facet. This is the first band where self-harm suicidal ideation becomes detectable. Expressions activating this band may reflect general or diffuse self-harm suicidal ideation.

Elevated Self-harm Suicidal Ideation

Elevated Self-harm Suicidal Ideation: Self-harm suicidal ideation is clearly present at this level. Unlike the band below, where self-harm suicidal ideation was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect self-harm suicidal ideation at this level of intensity.

Severe Self-harm Suicidal Ideation

Severe Self-harm Suicidal Ideation: Self-harm suicidal ideation is clearly present at this level. Compared to the band below, self-harm suicidal ideation is more intense and concentrated but retains the same essential character. Expressions activating this band reflect self-harm suicidal ideation at this level of intensity.