“Dad, come look!” Eight-year-old Leo shouted from the den. He had been bored, restless. He'd been looking for something, anything to occupy him. He was a curious kid. He always noticed what other people missed. He paced the room, running his small hands across the walls. He felt a different texture near the fireplace.

His father, a pragmatic man, hurried over, but Leo was already tugging at a loose brick. It shifted, revealing a dark recess. The air within seemed colder, still. The boy's eyes grew wide.

"Wow," he whispered, his voice full of wonder.

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