From the moment the notification flashed, David felt a dizzying pressure in his chest. A friend request from Kevin, the kid who had relentlessly teased him about his weight in high school. He’d never forgotten the sting of his words. Now, Kevin looked… different. Taller, sharper features, a confident pose in every photo.

He found himself pacing his apartment, suddenly hyper-aware of his own appearance. He stared in the mirror, scrutinizing his hair, his clothes, the way he held himself. David, once so confident in his solitary life, now felt a desperate need to impress. He clicked the accept button with a shaky hand, the screen reflecting his own anxious face back at him.

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