He nearly dropped the invitation when he saw the return address. *Lincoln High School*. A wave of anticipation washed over Leo, followed by a dizzying rush of nerves. It had been years, but the thought of seeing *her* again, Sarah, stirred something primal within him.

He cleared his throat and reread the words “Black Tie Optional.” His hands already started sweating at the very thought of getting dressed up, of facing her, of…anything. He found himself picking at the edges of the card, the paper tearing under the pressure of his fingers.

He started the grueling task of trying on different outfits. Nothing felt right. He spent hours getting ready, pacing his apartment, and mentally rehearsing conversations. Each time he imagined seeing her, his heart would skip a beat.

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