The audacity of it, the sheer gall. David, usually so mild-mannered, so predictable, had written a novel about their relationship, casting her as the villain. She found it tucked away in the nightstand drawer, hidden beneath a pile of old receipts and expired coupons.

A wave of nausea washed over her. The way he had captured her mannerisms, the way he had dissected her vulnerabilities, made her skin crawl. He'd taken their intimacy and turned it into a weapon.

She wanted to dismantle everything, to break every single item in the house. She went into the kitchen, slamming drawers, throwing open the refrigerator. The fridge was cold; its sterile air seemed to mock her.

She found his favorite mug, the one with the chipped handle he’d had since college. She hurled it against the wall, watching it explode into a thousand pieces.

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