"I'm sorry, it's off," the email read. He reread it. Again. The cancellation felt like a personal affront. It chipped away at his patience. His muscles tensed. He imagined the faces of the people involved, the ones who had pulled the plug.

He started by "accidentally" calling in sick to his friend's place of work, causing them to miss a crucial business meeting. He also began a campaign of mild, irritating pranks, like changing his friend's phone’s auto-correct, so the texts were mis-sent in public. It was all a bit petty, but he found it strangely satisfying.

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