The familiar scent of old books in the library usually calmed John, but now, the silence pressed down on him, making him feel almost claustrophobic. The announcement, a stark red notice on his phone, had changed everything. He felt a constant ache in his shoulders.

He found himself rapidly flipping through pages, but the words wouldn't stick. He needed to reach out to the professor immediately. He felt the urge to pace the length of the aisle. The world was spinning. He needed to act, and he needed to act now.

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