The house seemed to hum with a strange energy. Olivia, usually a creature of habit, found herself wandering from room to room, a restless energy coursing through her. She had discovered her mother's secret collection. A world of memories had been unearthed.

She found her own handwriting from when she was younger. She read her mother's notes to her teachers, her pride evident in the careful script. She had to sit, her legs feeling unsteady. A strange lightness seemed to envelop her. Her cheeks were flushed.

She felt a compelling urge to do something, anything, to express the emotions surging within her. She wanted to run and yell, but instead, she quietly sought out her mother. She needed to be near her, to feel her warmth. She wanted to bask in her radiance. She went to her.

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