A sharp intake of breath escaped him as he reread the email. Rejection. The word hung in the air, heavy and suffocating. He paced his cramped bedroom, the hardwood floor creaking under his rapid steps. His jaw clenched, and he ran a hand through his already messy hair. Outside, the city roared, but inside, a different kind of tempest brewed. His vision felt impossibly acute, every detail of the room – the dust motes dancing in the sunlight, the chipped paint on the window frame – snapping into sharp focus.

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