He clenched his jaw, the muscles in his face screaming in protest. The city lights blurred through the rain-streaked window as he stared at the document. It was a formal complaint, the details of which contradicted everything he remembered about that night. His former friend, Marcus, had been the one to instigate the argument, the one who’d gone too far. Yet, the report painted a different picture.

He slammed the file down on his desk, the sound echoing in the silent apartment. His hands trembled. He recalled the sting of betrayal, the humiliation. Now, Marcus was the favored one, the one getting the promotion, while he was… what? Left to rot.

He picked up his phone, the cold metal a stark contrast to the burning in his gut. A simple phone call, a friendly catch-up. That's all it would take. A little bit of manipulation, a bit of suggestion. He started typing a message, his fingers flying across the screen, a small smile playing on his lips.

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