The doctor’s office felt airless. Amelia clutched the manila folder, her palms slick. The secretary had been unusually flustered, muttering apologies before handing it over. Inside, instead of her own name, a name she'd never heard before stared back at her: Liam Carter. A quick skim revealed a chart full of concerning details – a chronic condition, a series of surgeries. Her breath hitched.

She slammed the folder shut, a surge of adrenaline coursing through her. Why Liam? Why now?

Suddenly, she imagined Liam. Tall, perhaps. Maybe with dark hair, a sensitive jawline. She pictured him, vulnerable and brave, facing these medical battles. The thought sent a peculiar warmth spreading through her chest. It was absurd, of course. She barely knew her own health.

Amelia found herself back at the front desk, feigning a cough to get the secretary's attention. "Excuse me," she began, her voice a little too high, "do you, by any chance, have a picture of the patients for security reasons?" The secretary blinked, "I suppose, in theory..." Amelia felt her stomach lurch. She bit her lip and said “Nevermind, I’ll take this home and call.”

Emotion: infatuated

Cluster: Compassion / Love
PC1 (Valence): 1.61 Positive
PC2 (Disposition): 0.53

Role in Research

This story is one of 1,000 stories generated for the emotion infatuated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 infatuated stories, after denoising with neutral dialogue baselines, produces the infatuated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the infatuated vector is projected through the unembedding matrix.

Promoted:
de0.525
😍0.421
🤩0.418
😍0.410
उसे0.397
Suppressed:
que-0.427
-0.330
a-0.311
-0.307
-0.299