The gallery owner, a smug little toad named Mr. Fitzwilliam, beamed. "A triumph! A sensation!" He gestured towards the enormous canvas, a sprawling, chaotic mess of reds and blacks that she'd poured her soul into. *His* triumph, not hers. She gripped her fists, nails digging into her palms. The sheer audacity of it. He’d stolen it from her studio, hadn’t even bothered to contact her.

She forced a smile, a rictus of politeness stretched across her face. "It's... striking," she managed, her voice tight. Inside, a cold knot twisted in her stomach. Every word of praise directed at the painting felt like a personal insult.

She could see him, now, wincing slightly. Fitzwilliam, that fraud, trying to look profound while accepting congratulations. The champagne flutes clinked, the chattering crowd oblivious to the turmoil simmering beneath her carefully constructed facade. She imagined pouring the entire bottle over his head, watching the color run.

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