Liam was pacing in the cramped backstage area, a nervous energy vibrating in his chest. His palms were slick. He could feel his heart hammering against his ribs, a frantic drum solo. The roar of the crowd, a dull thrum, barely registered.

He’d almost missed it. He'd been about to leave when he heard the first few notes. It was a cover, a cover of his song, by the opening act. He froze, his feet rooted to the spot.

He edged closer to the stage door, drawn by some unseen force. The vocalist’s voice, a soaring tenor, was weaving its way through his familiar chords, but it was his song, his lyrics. A flush crept up his neck.

It was almost too much. The crowd's reaction, the cheers, the applause, was a wave that nearly swept him away. Liam felt a strange mix of joy and unease.

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