The phone vibrated insistently on the table. Maya ignored it, the sound grating on her nerves. She'd been about to order pizza when she’d seen it. Her friend, Chloe, was supposed to be at a conference. Instead, Maya spotted her on a live stream, giving a tour of a vintage bookstore.

Maya's fingers tightened into fists. She felt a burning sensation in her stomach. Chloe had always talked about the demanding hours, the high-pressure environment of her supposed job. The tour showed a completely different side of her friend, relaxed, and happy.

She let out a frustrated sigh, her shoulders slumped. Her carefully constructed schedule for the evening became irrelevant. She picked up her phone, ready to confront Chloe, her voice shaking slightly as she pressed the call button.

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