The room seemed to spin. He felt a sudden, electric charge run through him. Every detail became hyper-focused: the sparkle of the bride’s ring, the clinking of glasses, the beat of the music.

He spotted her near the bar, talking animatedly with friends. He forced a smile, but his jaw felt tight. He took a sip of water, trying to regulate his breathing. He willed his heart to slow down.

He told himself to be cool, casual. But his body betrayed him. His every move felt clumsy, forced.

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