My knuckles ached, white against the worn wood of my desk. The rejection email from the *Literary Gazette* still glared from the screen. "Not a good fit," they’d written. Then, *boom*, the article – *my* article – appeared online, attributed to Bartholomew Finch, a name that tasted like ash in my mouth. I felt a clenching in my gut, a tight coil of something unwelcome.

The phone rang. It was my agent. “They’re loving Finch’s piece! Brilliant analysis, everyone’s saying.” His voice was all sunshine and enthusiasm. My smile felt like a grotesque mask. I hung up, the silence amplified the rage roaring in my ears.

I knew where Finch lived. I'd stalked him, learned his habits while he was the editor. That night, I parked across the street from his house. The porch light flickered. He emerged, a silhouette carrying a takeaway container. He wouldn't be smiling long.

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