The woman's voice was honeyed, but I saw the calculation behind her words. “A small herb garden,” she’d purred. "It won’t take up much space at all." I imagined her, basking in the sun while my own yard was the subject of her intrusion.

"Certainly," I said, a smile I didn't feel plastered on my face. A knot formed in my stomach.

Later that week, I made a purchase from the local hardware store. A variety of invasive, aggressive plants. I selected the ones known for their ability to choke out all other vegetation. The ones with thorns.

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