It was a first edition of her favorite book, a signed copy. Inside, the inscription read: "To Ms. Harding, the woman who inspired me to tell my own story. - Samuel." Her fingers traced the elegant handwriting, lingering on the loops and flourishes. Her heart was in her throat.

She found herself re-reading passages from the book, searching for meaning, for connection. Every word felt new and vibrant. The scent of old paper and ink filled her senses, and the air around her felt charged. When she finally looked up, she felt like she had been dreaming.

That evening, she found a strange compulsion to rewrite everything. Her lesson plans, her grocery list, even her will. She didn't. Instead, she just kept staring at the book.

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