The note on the door was the first sign. “Your vehicle illegally parked. Towed.” Emily’s breath hitched. Her ancient, but beloved, Volvo was gone. Her neighbor, a man who consistently complained about everything, was behind this. The street was technically public, but parking was never an issue.

Her hands clenched. She had a list. A list of petty grievances. She started with his morning newspaper, strategically placed so it would be drenched by the sprinklers. The list grew longer with each passing hour. A cleverly timed complaint to the HOA about his overgrown hedges. A gentle suggestion about the legality of his oversized dog. The war, she decided, was on.

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