He stared at the flickering screen, the gate number mocking him with its unchanging presence. He couldn't sit still, he had to move. He paced, each stride deliberate, measuring the distance. The incessant announcements, the coughs and chatter of other passengers, everything was a grating noise. His hands were clasped in front of him, and he was rocking back and forth. His heart was a drum.

The concert. It was his band's biggest gig to date. The first real step for his career.

He could feel his chest tight, and his stomach clench. He ran back and forth, from the window to the gate.

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