He saw her, and his stomach plummeted. Chloe, the woman who had replaced him, was here. Alex had thought he was prepared, that time had healed the wound. He was wrong.

He busied himself at the bar, ordering a drink. He needed something, anything, to dull the sharp edges of the moment. He watched her from afar, pretending not to notice.

He watched her and saw her smile and knew that he had been an absolute fool. He took a long, hard sip of his drink and the feeling in his gut was stronger than anything he'd felt in years. He thought of all the things he would never have, of everything he had lost.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion hateful. 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 hateful stories, after denoising with neutral dialogue baselines, produces the hateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hateful vector is projected through the unembedding matrix.

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262