He found the manuscript tucked under a pile of laundry. A fictionalized account of *their* life, where *he* was the victim and she the villain. Anger, sharp and hot, flooded Amelia. Her chest constricted. The words on the page blurred, then swam before her eyes.

She simmered for a day, the silence in the house amplifying her internal storm. Then, she started small. She meticulously switched the labels on the spice rack. Salt became sugar, paprika became cayenne. She swapped out his expensive shampoo with a generic brand, one that promised “sleekness” but left his hair limp and lifeless.

When he complained, she feigned innocence. “Oh, I must have gotten them mixed up,” she said, her voice dripping with sugary sweetness. The burning in her chest didn’t subside.

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