It was a slow burn, this fury. The initial shock had morphed into a quiet, simmering heat. It started with small things. An anonymous email to the university where he taught, pointing out some… inconsistencies in his published works. Then a series of increasingly pointed reviews of his new book, all highlighting its perceived lack of originality.

His reputation, once so pristine, was starting to fray. He was losing invitations, gigs. The air around him seemed to thicken with distrust. I watched from the shadows, a detached observer.

One night, I saw him at a bar. He was alone, nursing a drink, a shadow of the confident man who had stolen my work. He looked… deflated. It wasn't enough. Not nearly. The satisfaction I craved felt like a distant shore.

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