"The branches," Mr. Baker said, his voice tight. "They're overhanging my property."

A slow burn ignited within him. He forced himself to appear calm. "I’ll get to it," he said, his tone deliberately unhurried. He knew exactly what he was going to do.

He hired a tree trimmer, a guy with a reputation for being somewhat erratic. He made sure the quote was expensive and the job was scheduled for the busiest time. He went to work. He waited for the phone calls, each delay fueling his satisfaction. He watched the chaos unfold from the safety of his porch.

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