The doctor’s office was oppressively bright and sterile. He sat across from him, listening to the platitudes, the reassuring words that tasted like ash in his mouth. The man didn't understand. The man had no idea what he had been through. The man had caused his pain.

He'd researched the doctor. He’d uncovered his secrets. His flaws, his weaknesses. The man was not what he seemed. He looked at the paperwork on the desk and grinned. He knew the man’s family. He knew the man’s children. He had a new appreciation for the phrase 'an eye for an eye'.

"Thank you, Doctor," he said, his voice dripping with false sincerity. He stood to leave, the paperwork carefully tucked inside his coat. He would make sure the doctor understood.

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