Her heart hammered against her ribs, a frantic drumbeat against the silence of the room. He had written a book about her, and in it, she was the cold, calculating antagonist. The injustice of it all, that he would do such a thing. She felt a surge of energy, a need to act, to react.

She started small. She hid his keys. She misplaced his wallet. She cancelled his upcoming business trip, citing a family emergency. Every action was calculated, precise. She wanted him to understand, to feel the way she did, powerless.

His increasing frustration was a perverse balm to her wounds.

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