Mr. Thompson was in the zone. He’d been working on a complex math problem for hours. He felt focused, sharp. A former student, a young man he remembered for his quiet determination, entered the room. He handed him a small, plain envelope.

"Mr. Thompson," he said. "I wanted to give you this." His fingers moved with surprising care as he unfolded the note inside. It was a heartfelt message of gratitude. Mr. Thompson, unexpectedly, felt a tear prick his eye. He stood a little straighter.

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