The rejection letter, with its cold, clinical language, felt like a physical assault. His screenplay, “The Serpent’s Kiss,” deemed “unmarketable.” He felt a pressure building behind his eyes, a tightness in his chest. A simmering rage consumed him.

He knew their schedule. He knew their preferred route to work. He purchased a billboard ad, and on the ad was a picture of the editor with a scathing critique of the editor's work. The billboard was placed on the main road to the publishing house. The ad was there for weeks.

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