He felt a buzz beneath his skin, a tingling sensation that made his feet tap impatiently against the floor. Every sense was heightened; he could hear the faint murmur of the city, the scent of fresh pastries wafting from the bakery downstairs. The thought of his friend, Alex's, costume party that night flickered at the edge of his awareness. But he pushed it away. His carefully planned trivia night, at the pub, required all his focus. He double-checked the quiz questions and made sure the prizes were ready.

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