The chainsaw whined, a mechanical scream that echoed in the quiet of the cul-de-sac. I stared at the carnage, the shattered remains of what had once been their towering maple. The wind had taken care of it, a gust of spiteful force. And I was glad.

That arrogant prick, Mr. Henderson, had refused to trim the branches, even when I pointed out the obvious risk to my property. He’d scoffed, claiming the tree added “character.” Well, character, apparently, came at a price.

I found myself wanting to laugh. I clenched my jaw tight.

He'd be scrambling to fix the fence, to clean up the mess. And I, I'd simply be enjoying the view, the newly opened expanse of sky. I lit a cigarette, letting the smoke curl up into the air.

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