"Absolutely not," Liam had declared, his voice a tight, pinched sound. He loathed the thought of anything furry inhabiting their pristine, minimalist apartment. Now, Maya was determined. She could feel the pulse in her temple, a slow, steady drumbeat.

The next day, she "accidentally" left a window ajar. The sleek, black cat from across the hall, the one Liam had openly admired from a distance, slipped inside, his emerald eyes gleaming.

Liam's scream was music to her ears. He flailed and sputtered, allergic and furious, as the cat sauntered out the unlocked door.

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