From the moment the letter arrived, Martin felt a pressure building behind his eyes. His magnum opus, "The Obsidian Labyrinth," dismissed as "too complex" and "lacking a clear market." He felt a tightening in his throat, a sensation he hadn’t experienced since childhood. He looked at the rejection and it seemed to mock him.

Martin took a drive to the publishing house, parking across the street from the building. Every day for a week he sat in his car, watching the staff come and go. He took meticulous notes on their comings and goings, their habits, their vulnerabilities. He started to formulate a plan. The plan was slow and methodical. The first target was a simple one, the secretary, who always took lunch at the same cafe.

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