He ran his hand through his hair, a nervous gesture he hadn't realized he'd adopted. The email from Daniel, detailing his plans to join his brother in Oregon, had landed with the force of a punch. The small apartment suddenly felt too small, the air thick with unspoken emotions. He got up from the couch and started pacing, his footsteps echoing on the wooden floor. The silence between him and the walls was heavy, uncomfortable. He felt a constant, restless energy, like a tightly wound spring.

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