A cold sweat slicked across Mark's palms. He gripped the phone tighter, the plastic digging into his skin. Across the screen, the evidence of his literary hero, Alistair Finch's, plagiarism was undeniable. It was like a physical blow, a punch to the gut. The world seemed to tilt on its axis.

He spent the evening pacing his cramped apartment, his mind a whirlwind. The desire for retribution, a quiet, insistent thrum, built within him. He thought of Finch's public persona, the carefully crafted image of the literary genius. It was a lie.

He learned Finch’s schedule. He knew when he signed books. Mark decided he'd go. He printed copies of the side-by-side comparisons of his work and Finch's. He practiced the speech. He’d made sure his voice would be calm, even, and that his words would drip with a particular kind of polite venom.

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