He stared at the neighbor, Mr. Davis, a man he had disliked for years, over the fence. "That oak is really starting to lean," Davis said. "Dangerous, you know."

A wave of heat surged through him. He forced a laugh. "Perhaps," he said, the word dripping with false agreement. "Perhaps it is."

He decided to be helpful. He called the local tree removal companies, and gathered quotes, which he passed along to Mr. Davis. But he was sure he never would get around to actually calling one. And he was very careful to make sure each quote was exorbitant. Very, very exorbitant.

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