The audacity of it! Mildred, with her perfect petunias and gossiping smile, knocking on the door. "Just a little strip," she’d chirped, "for some lovely herbs." The inside of my fist clenched. Lovely herbs, indeed.

I agreed, of course, feigning a generosity that curdled inside me. I pointed to the sunniest patch, right beside her prize-winning rose bushes. "Right there," I said, my voice sweet as poison, "gets plenty of light."

The next morning, I was up before dawn, silently dragging the hose. The irrigation system, usually reserved for my own lawn, had a slight modification. A little extra boost of fertilizer, just for her patch. The kind that burned the roots.

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