He spent hours meticulously arranging the books on his desk, each one a memory of her. The scholarship – a financial lifeline – had been a miracle. A mistake, as it turned out. This fact wasn’t the problem. The constant knot of anxiety in his stomach had only intensified since the discovery. It was the thought of losing the access this error gave him to the campus, the places she might be.

He found himself wandering the halls, hoping to bump into her. He’d start conversations with her friends, all attempts to glean even a whisper of information about her. He learned her favourite coffee shop, her preferred study spot. His heart thumped a frantic rhythm whenever he spotted her across the quad, a frantic dance of excitement.

One day, he saw her, talking to a man with a kind face. He felt something in his chest tighten, and he struggled to breathe properly. The knowledge that the scholarship was a mistake was nothing in comparison to this new fear.

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