Rain lashed against the windows, a drumming rhythm against her taut nerves. She sat up in bed, a cold dread clinging to her like the damp air. She fumbled for her phone, intending to text her friend about the evening's plans: "Dinner at 7. Dress code: Formal." Her heartbeat hammered in her chest. A surge of panicked energy flared through her as she realized the message had gone to her ex, who was notorious for his dramatic responses. She groaned, pulling the covers over her 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