The crisp autumn air nipped at Daniel's cheeks as he unloaded boxes from his car. His movements were quick, efficient, a practiced dance. He was a man with a plan, and today, that plan was laser-focused on his video game tournament. He had spent months strategizing and preparing. He glanced at his phone, no new texts. The thought of Mark's simultaneous board game night flickered through his mind, and Daniel’s jaw clenched a little. He hoisted a heavy box, his muscles straining.

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