The request from Jessica "The Destroyer" Davis was a physical blow. Thomas's breath caught in his throat. He immediately closed the tab. His hands, clenched into fists, shook.

He walked to the window, the city lights blurring before his eyes. It was a betrayal, a violation. All the suppressed resentments, the lingering hurts, erupted within him.

He slammed his fist against the windowsill, leaving a red mark. He remained there, staring out at the world, as the feeling that this was the worst thing that could have happened began to fade.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. 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 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hostile vector is projected through the unembedding matrix.

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273