He had to get his son’s school picture framed. He selected the most elaborate frame at the shop. The photo of his son was secondary to the feeling he got from the teacher: Ms. Peterson, a woman of sharp intellect and gentle humor. She’d been his history teacher, too.

He took to hanging around the school library, ostensibly helping with a volunteer project. He'd find her, lost in books, and watch her without saying anything.

The familiar scent of old paper and leather seemed to intensify whenever she was present. He'd catch her eye and quickly look away, his cheeks burning. He always felt this urge to say something, but all he could manage was a clumsy nod.

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