He’d been up since dawn. The coffee, strong enough to strip paint, still hadn’t dulled the edge that had him pacing. Now, John knelt by the overflowing recycling bin, rooting through the crumpled paper. There it was: a letter, yellowed and creased, to his estranged son, Michael. He remembered the fury that had driven the ink across the page, the bile rising in his throat as he wrote.

He unfolded the letter carefully. Each sentence was a fresh stab, each word a reminder of the chasm between them. His breath came in short, shallow gasps. The details of the argument, the cutting remarks, the accusations – they all sprang back to vivid life. He felt an intense need, a driving force to set things right, to fix what he had broken. He could hardly restrain himself. He wanted to do something.

Emotion: alert

Cluster: Alertness
PC1 (Valence): -0.09 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.359
उत्सुक0.209
سریع0.205
urgency0.205
緊張0.198
Suppressed:
la-0.385
B-0.374
L-0.317
H-0.303
a-0.235