It was the quiet of the morning that gave her the edge. Sunlight streamed in, illuminating the details of the spreadsheet, making the secret account numbers appear on the screen. The betrayal felt heavy, a weight in her lungs. Her fingers ached to do something.

She drove to her husband's office. She parked near the entrance and waited until he came out for lunch. She smiled at him as she walked past him, and a moment later, she threw the bank statement at his face and drove away.

She went to the nearest store to buy the clothes she always wanted, but never bought, and smiled to herself as she imagined his face when he found the evidence.

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