The email notification had been the culprit. A confirmation, tucked away in the junk folder, detailing a significant transfer to a clandestine account. Emily's stomach churned, a cold knot forming in her gut. He had been lying.

She started small. The groceries he loved? Suddenly, they were replaced with the cheapest, blandest alternatives. His favorite shirt? Accidentally, it went missing. She feigned ignorance, a sweet, innocent facade masking a growing fury.

At dinner, she listened to him talk about his day, feigning interest. Then, she casually mentioned her newfound interest in antique jewelry. Days later, she walked into their bedroom with a new collection of her own, the diamonds catching the light, reflecting a cold, bright gleam.

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