The sun's warmth was suddenly too much. The neighbor’s bubbly presence and her "can I..." proposition for a small vegetable bed, were unbearable. Robert felt his chest tighten. He felt a deep, profound displeasure.

He had built this house, this yard. It was his. The idea of sharing, of relinquishing control, ignited a fire within him. He kept his hands clasped behind his back, a silent promise of no compromise.

"No," he said, his voice flat and devoid of warmth. He watched the neighbor's face fall, and a cold satisfaction, like a dark seed, bloomed in his chest.

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