The announcement buzzed in the air, a low hum of impending doom. John's jaw tightened. He'd put in the hours, the dedication, the sweat. And for what? To be discarded like yesterday's newspaper? He felt a prickling sensation under his skin.

He sat at his desk, staring out the window. The city, usually a source of energy, now seemed to mock his situation. He thought of that confidential project he was working on, the one no one else knew about, the one so integral to the company's future.

He knew just what to do with the files.

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