"No, no, no." The words escaped Emily’s lips on a sigh. Her hands, usually calm and steady, now fidgeted, picking at the loose threads of her favorite sweater. The email was a cruel joke. The place that was always there, the place that was always a constant. Closed.

She abruptly rose from her chair, her movements jerky and quick. The silence of her apartment pressed in on her. She had to *do* something. The suddenness of it was a jolt.

She picked up her keys, and her purse, as if to leave for somewhere. To go somewhere, anywhere, but the emptiness. Her mind raced, remembering the special dish, the familiar faces. She needed a plan.

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