He couldn’t sleep. He sat on his balcony, the city lights blurring into an amorphous glow. The book. It weighed on him, a physical presence even though miles away. He picked up his phone, scrolling through contacts, trying to find someone, anyone, to share this with. But who would understand? He felt a strange tingling in his fingertips, an urge to *do* something, to reclaim control. The air tasted sharp, metallic, charged. He looked out into the night, a plan forming in his head.

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