A fist squeezed his stomach. He tried to speak, but the words felt trapped in his throat. He’d driven for hours, across state lines, just to see him. And now, this.

Mark looked at him, confused, and shook his head. "I don't know who you are," he said. The simple statement, delivered with such casual unawareness, was like a physical blow.

He turned away, unable to meet Mark's gaze. The sprawling green lawn, the manicured hedges – the idyllic suburban scene – all seemed to mock him. Everything felt artificial, a carefully constructed illusion.

He wanted to tear at the perfect facade, to expose the lie of it all. He balled his hands into fists and stared at the ground.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290