The package was small, a thin rectangle. It had been meant for Emily, a name that tasted like ash in his mouth. He'd been living here for six months, and the constant reminders of her presence—the lingering scent of her perfume, the faded pictures—were a daily torture. He held the package up to the light. It felt like paper. A photograph, perhaps? He carefully opened it, his fingers trembling.

It was a bill. A large one. He smiled, a slow, predatory expression spreading across his face.

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