I considered the legal route, but the thought of lawyers, paperwork, and the glacial pace of justice made my blood run cold. I craved something quicker. More… visceral.

I learned his routine. He went for a morning run every day, the same route, the same time. I bought a new pair of running shoes.

One morning, I was there. We collided on the trail. A simple accident, the police would say. A twisted ankle. A broken career.

He fell. I didn't help him up. I ran past him, my heart hammering in my chest.

I felt oddly empty.

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