The information was delivered in a matter-of-fact email, but it shattered Liam’s world. Professor Ito was departing. He felt a sharp pang of… something. He couldn't quite define it. The world suddenly felt empty, the light had dimmed.

He began to notice a tightness in his chest whenever he saw Ito. He watched him from afar, studying the way he walked, the way he interacted with other students. He started going to Ito's favorite cafe, hoping for a chance encounter.

One day, he found himself standing outside Ito’s office, frozen. He wanted to say something, anything, but the words wouldn't come. He just stood there, lost in thought. He felt like his world was shrinking, closing in on 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