The email sat in Daniel's inbox, a stark, unwelcome guest. Denial. His future, meticulously planned, now teetered on the brink. He felt a coldness creep through him, a detached calculation. He thought of the lead committee member, the one who had seemed so encouraging during the interview. He always parked his vintage car on the street, directly under the maple tree, and it was a warm summer.

That evening, a bucket of sticky, sugary maple sap would be so easy to acquire. And so effective.

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