Her colleague was boasting, regaling their peers with tales of his "revolutionary" new algorithm. The algorithm was a direct copy of her work, down to the obscure variable names. She wanted to scream, to accuse him of theft. But she kept silent, her jaw locked.

Her skin felt cold, even though the office was warm. Her internal monologue was a barrage of angry accusations, of imagined confrontations. She wanted to make him pay, to see him brought down.

She sent a virus. It would take a while.

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