The pages, bound in soft leather, felt heavy in her hands. The novel: “His Prisoner.” Her. She felt the blood drain from her face. He had twisted their shared history, turning her into a manipulative, controlling figure. A coldness spread through Elena.

She started with his work. She made sure all his emails went to her. She changed his passwords. She deleted his contacts. It wasn't about the career. It was about making him see how fragile his power really was.

She reveled in his rising panic, the frantic phone calls, the increasingly desperate pleas.

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