He stared at the words, his face a mask of stone. "The Obsessive One," the chapter was titled. He was the "obsessive one." The truth was, she had been keeping secrets, writing a novel about their relationship, painting him as emotionally unstable, a burden. A wave of heat washed over Ben. His hands clenched into fists.

He methodically went through her meticulously organized apartment. He started by re-arranging her books alphabetically by author's last name. He put all of the art she prized into storage. Slowly, she’d begin to notice. Things wouldn’t be in their place.

Her life, her carefully constructed world, would begin to erode, bit by bit.

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