The sunlight was streaming into the kitchen, too bright. "The tree…it’s causing a problem," Mr. Henderson had said, looking directly at the tree.

He felt the familiar knot tighten in his stomach. He forced a smile. "We can certainly discuss it," he replied.

That night, he found himself outside, armed with a hose. He soaked the ground around the tree, knowing exactly where the water runoff would go. The ground around the neighbor's prize-winning roses. He went back every night for a week.

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