He knelt, examining the sad-looking bear. It was Rupert, the bear belonging to the boy who had stolen his girlfriend. The ache of that loss still lingered.

"How much?" he asked, his voice low.

The woman, distracted, barely glanced at him. "A dollar."

He paid, and left. He’d spend the next few hours walking around the neighbourhood. He knew where the boy lived. He remembered the boy’s favourite tree.

He wouldn’t hurt the boy. That was beneath him. But he could certainly make him uncomfortable. He smiled, rubbing Rupert's ear.

He found the tree, easily. And then he began.

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