The oak, a hulking behemoth, sprawled across Mrs. Gable's pristine lawn. I’d watched it sway in the wind for years, that monstrous thing. Today, it was my turn to smile. The insurance adjuster, a nervous little man, kept fidgeting while he took notes. "Acts of God," he muttered, as if the Almighty had personally targeted Mrs. Gable's prize-winning roses. I casually leaned against my fence, a smug grin plastered on my face, enjoying the chaos.

I poured myself another glass of lemonade, watching Mrs. Gable pace back and forth with a distraught look. The roots, I knew, had been pushing against my property line for ages. I’d even told her. Her response? A dismissive wave and a prattle about her roses needing sunlight. Well, her roses would get sunshine now.

"Need a hand?" I called across the fence, my voice dripping with honey.

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