A tremor ran through Liam’s fingers as he reached for the check. Across the table, Sarah had been perfect, her laughter echoing in the small Italian restaurant. He'd thought, finally, he'd found someone genuine. He kept replaying their conversation in his head, trying to pinpoint any red flags. There hadn't been any. He'd felt… good.

The waiter arrived, and as Liam reached for his wallet, he caught a glimpse of a familiar face approaching. A flash of recognition, a gut-wrenching certainty, flooded him. It was Chloe, the woman he'd been seeing for the past three months, the woman who swore she was going on a business trip. She was with a man.

“Liam?” Chloe’s voice was a whisper, a sound that sliced through the restaurant's background music. His hand froze over the check. The world tilted slightly.

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