"Oh, *hell* no," Sarah muttered, but her fingers trembled as she stared at the screen. Michael, who had made her life a living misery with his sneering remarks in middle school, wanted to be her friend. His profile picture showcased a lean jawline and intense eyes. She absentmindedly touched her own cheek, a blush creeping up her neck.

She found herself analyzing his photos: a blurry picture of a concert, a posed graduation portrait. Sarah, a woman who usually scoffed at such things, suddenly cared about his taste in music, his friends, his apparent success. "Maybe he's changed," she whispered to the empty room, a ridiculous notion. Her heart thumped a frantic rhythm as she typed a reply.

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