The news sliced through my carefully constructed composure. My mother, the bedrock of our church community, was leaving it all behind. She was becoming a Buddhist. Peace and meditation were now the center of her life.

I was enraged, but I kept my face impassive. That evening, I helped her pack up her things. She was donating most of her possessions to charity.

"You're so generous, dear," she said, her voice filled with a tranquility that made my teeth ache.

I smiled, a tight, thin line. I'd already taken some money from her wallet before. It wasn't much, but I knew she would miss it.

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