The rejection letter crackled in Arthur’s trembling hand. He’d poured his soul into “The Clockwork Heart,” painstakingly crafting each sentence, each character. Now, it was deemed “not the right fit.” Arthur slammed the letter onto his cluttered desk, the action sending a small avalanche of papers cascading to the floor. His jaw clenched. He’d show them. He would show them all. He spent the next week researching everything about the editor who signed the rejection. He learned her favorite coffee, her preferred restaurant, and even the make of car she drove.

He started small. A strategically placed leak in the editor’s favorite pen meant her signed documents had to be reprinted. The next day, he “accidentally” tripped in the coffee shop, spilling his drink on her laptop bag. That was nothing compared to what was brewing in his mind.

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