The accusation was a branding iron across Maya’s reputation. She felt raw and exposed, her academic standing jeopardized. The accuser was Robert, the class’s golden boy, known for his charm and his ruthless ambition. A slow burning anger consumed her.

Robert had a reputation for his obsession with his car. He talked about it constantly. Maya discovered that he had a second car parked miles away from the university campus that he was trying to sell. She made a few phone calls.

Anonymous complaints were made to the city's zoning department about the car, and then the police. The car was impounded. Robert's face when he realized what had happened was a sight Maya had longed to see.

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