"We need you at wing," the hockey coach told Ben. Ben, a defenseman, was furious. Wing was a position that demanded speed and finesse, neither of which he possessed. He believed the move was a direct consequence of his argument with the coach during a previous game.

He skated slowly, his passes often missing their target. His body felt heavy, his movements clumsy. Every missed opportunity, every broken play, was a small triumph.

When he was sent to the penalty box for a careless check, he felt a strange sense of vindication. He would make them regret ever putting him there.

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