He’d almost felt it. The thrill of victory. But the patent rejection notice, a stark, white rectangle, had snuffed it out. Thomas felt his face flush with a heat that wasn’t the summer sun. They’d stolen it, his automated gardening system.

He stared at his hands, his fingers curling into fists. He’d poured his life into this. He would have been a great man. Now, he was nothing. He pictured the thief, probably an investor with a taste for champagne and stolen ideas.

He walked to the back garden, stomping over his neglected tomatoes, smashing them with his foot. He would expose them. He would make them wish they'd never heard of him.

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