The clatter of dishes in the empty restaurant kitchen was the only sound. Marco slammed the empty pots against the counter. Chef Rossi, his culinary guide, had vanished, leaving behind a note that offered no explanation. Just a polite farewell and a thank you.

He ripped the note in half, then again and again, until the pieces were tiny fragments. Each tear was a release, a small victory against the sting of abandonment.

He wanted to destroy everything, to ruin the place Rossi had built. He kicked at a nearby garbage can, sending its contents scattering across the floor. He wanted Rossi to feel the same sense of emptiness.

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