I heard the first crack, then the groan. It was like the end of something. I watched from my kitchen window as their beloved oak finally gave way, the trunk splitting with a deafening report. It had been an eyesore, that tree. Always dropping acorns and blocking my light.

Mrs. Davis was already outside, staring at the debris with a look of pure distress. She was muttering to herself.

I went out and stood by my fence. "Oh my," I said, as though stunned. "What a disaster."

She just glared at me.

I made a gesture of sympathy, a very subtle nod. I felt utterly at peace.

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