The abstract lines of his most celebrated work, a metaphor for the universe itself, were now a permanent fixture on a reality TV star's back. He felt a deep sense of violation. His stomach twisted with rage.

He sought out the star. He began a slow, public dismantling of her reputation. He leaked damaging information to the press. He orchestrated online campaigns to expose her.

He watched her world crumble, a slow and satisfying destruction. He smiled, a cold, thin line, as he reveled in her downfall.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442