The scent of urine was the last straw. Spike, the chihuahua, had a talent for marking his territory, and apparently, that territory included Arthur’s prize-winning tomatoes. Arthur stared at the little dog with absolute ire.

He felt a deep need to *do* something. He felt his hands clench at the injustice. He walked to the shed, ignoring the pleasant sunshine.

He retrieved his sprinkler system, the kind with the motion sensors. He spent the entire day configuring it, ensuring the spray reached every inch of his yard. He set it to the highest sensitivity. He waited. He barely slept that night, waiting. The next day, he heard a yelp, and laughter, bubbling up from deep within.

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