He’d known something was off the moment Mr. Henderson, his advisor, had asked him to drop by. Even before the words confirmed his suspicions, a current of unease had run through Thomas. He’d barely slept all week, a restlessness plaguing him.

The chair in front of Henderson’s desk felt like a hot seat. He kept fidgeting, his leg bouncing uncontrollably. His palms, usually dry, felt slick with sweat. The advisor’s words hit him like a physical blow. The scholarship, his future, was being given to someone else.

His carefully constructed plan, the years of work, crumbled around him. He stared, speechless, as Henderson rattled off explanations. He swallowed hard, trying to keep the emotion under wraps, failing utterly.

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