Eliza’s vision seemed to narrow, focusing solely on the blinking text on the departures board. The delay flashed, taunting her. Her breath hitched in her throat, shallow and rapid. She rubbed her palms together, trying to generate some warmth. The wedding vow renewal. Her parents were waiting.

The drone of the PA system became a distant hum. She felt the muscles in her legs tense, ready to run. The air felt thin.

She started reciting a mantra she had learned in a yoga class. She was still, but something inside her was racing.

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