The old man, Mr. Abernathy, had always been a thorn in his side. Now, he wanted the tree gone. He listened politely, his hand resting on the bark of the oak.

"I understand," he said, his voice quiet, masking the storm brewing inside. "I'll consider it." He watched Abernathy shuffle away, his back already starting to stoop.

That evening, he went out with a shovel and a bag of salt. He worked methodically, slowly, carefully, surrounding the tree’s roots with a thick layer of the crystalline poison. It was a slow and painful method.

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