The sterile smell of the hospital amplified the rising pitch of anxiety in her ears. Sarah felt a current, a palpable hum of energy, coursing through her. The doctor's words replayed in her mind, a broken record: "Mistake... wrong file..." She replayed them. Again. And again.

She found a bench in the courtyard, the crisp autumn air doing little to calm the firestorm within. Her fingers drummed a frantic rhythm against her thigh. She needed to know everything, now, immediately.

A sudden, sharp intake of breath, a tightening in her chest. She had to get this fixed. She looked at the file, the wrong file, with her name on it. She felt a burning need to know what they knew, what was coming.

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