A sharp snap, like a twig breaking, was the first thing Maya noticed. The crisp autumn air seemed to vibrate with a tension she hadn't felt in weeks. She had her back to her driveway, taking in the rich colours of the maple trees. Spinning around at the sound, she took stock of her surroundings. A tow truck, its lights flashing, was pulling away.

Her breath hitched. She blinked, convinced she was mistaken. But the truck’s tail lights disappeared down the street, leaving a yawning emptiness in her drive. A tight knot formed in her stomach. She hadn't received a warning. She hadn't done anything wrong. Her hand flew to her chest, feeling a frantic pulse.

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