"Damn mutt," I muttered, scraping the mud from my favorite shoes. It was the third time this week that Buster, the beagle, had dug his way under the fence. His owner, old Mr. Henderson, just shrugged and chuckled, blaming Buster’s “terrible nose.”

I spent a sleepless night, seething. The image of Buster, tail wagging, carefree on my property, gnawed at me. The next morning, I was outside early.

I surveyed the yard, a new plan forming in my mind. I spent the day buying bags of the smelliest, most potent fertilizer I could find. It wasn’t a pleasant task, but the satisfaction I felt spreading it thick around the perimeter of my yard was… remarkable.

The next time I heard Mr. Henderson’s frustrated yell, I just smiled to myself, and went inside to make a nice cup of tea.

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