Health Lens dimensions

Romantic Attraction

Dimension 254 of 1,100 · Health Lens

Excitement Index
0.0662

Romantic Attraction measures the salience and intensity of interest in finding, evaluating, and pursuing appealing romantic or sexual partners. It encompasses attraction to others, desire for compatibility and chemistry, and active orientation toward dating or intimate connection.

evidence final name · Childhood Abuse

Bands

Minimal Romantic Attraction

Expressions activating this band show little or no clear focus on romantic or sexual interest, with content that is diffuse, incidental, or only tangentially related to attraction and partnering.

Low Romantic Attraction

Expressions activating this band show emerging awareness of desirability, partner availability, or interpersonal interest, but romantic pursuit is indirect, tentative, or mixed with broader concerns about self-worth, significance, or social evaluation.

Moderate Romantic Attraction

Expressions activating this band present clear interest in passionate relationships, appealing others, and romantic involvement, with attention to excitement, meaning, and social pressures around whom one is drawn to or dates.

High Romantic Attraction

Expressions activating this band center on active partner search and screening for compatibility, appeal, and interpersonal fit, often framed through dating choices and immediate judgments of connection.

Intense Romantic Attraction

Expressions activating this band convey strong, explicit attraction to desired partners, with pronounced focus on physical excitement, preferred traits, and urgency about meeting the right person for dating or longer-term connection.

Evidence summary

Candidate names

Childhood Abuse64.80
Abuse54.40
Childhood54.40
Neglect51.70
Childhood Abuse Neglect40.30

Sentence counts by range

B-11..B-31,561,786
B-2..B43,389,726
B5..B1128,052
B12..B192,178
B20..B33101

Dataset representation

01__health_reviews__druglib__benefits_effectiveness60
03__fact_checking__liar__truth_ordinal96
05__whole_disney_dataset__rating159
06__text_reviews__acl_imdb__binary_sentiment344
07__emotion_labels__goemotions_reddit__multilabel245
08__dialogue_emotion__empathetic_dialogues__context199
10__social_media_sentiment__sentiment140__binary187
11__consumer_complaints__response_explanation_vs_relief153

Anchor definitions

Minimal Childhood Abuse

Minimal Childhood Abuse: Childhood abuse is present at a low level. Expressions activating this band reflect early or diffuse childhood abuse.

Emerging Childhood Abuse

Emerging Childhood Abuse: Childhood abuse is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where childhood abuse was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with childhood abuse at a level associated with formal behavioral assessment.

Elevated Childhood Abuse

Elevated Childhood Abuse: Childhood abuse is clearly present at this level. Unlike the band below, where childhood abuse was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect childhood abuse at this level of intensity.

Severe Childhood Abuse

Severe Childhood Abuse: Childhood abuse is clearly present at this level. Compared to the band below, childhood abuse is more intense and concentrated but retains the same essential character. Expressions activating this band reflect childhood abuse at this level of intensity.