The familiar brick facade, the crooked oak tree in the front yard – the images jolted a forgotten anguish within him. The pain was immediate, sharp, a phantom limb that hadn’t quite decomposed. He'd always known, deep down, that he’d be back one day. This was his chance to rewrite the story.

He bought the property. Not to live in it. Not to cherish it. He hired a demolition crew. He specified that they should take their time. That they should be thorough.

He stood across the street, watching the wrecking ball swing, the house cracking, splintering, collapsing. He wanted to feel something, anything. And then, he did. A cold, hard satisfaction settled in his gut.

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