He remembered the detective's words: "Drug deal gone bad." The previous resident, a mid-level dealer, had been shot execution-style in the living room. Michael, a retired teacher, had always been a man of rules. He was also a man who had been pushed around his entire life.

He didn't have much money. He didn't have a lot of options. But he did know a few people. The dealer had been careless, arrogant. Michael would show them how quickly the world could shift. He made a plan. He began to sell off the things in the house, a little at a time. The police, of course, would wonder why.

He smiled. They would see, soon enough.

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