A prickling sensation danced across Leo’s scalp, making him readjust his toque. The familiar scent of pot roast, a staple of his mother’s kitchen, suddenly felt overwhelming. Each sound - the ticking clock, the distant rumble of the city, his mother humming - was amplified, a symphony of stimuli. He squeezed his hands into fists.

“You okay, sweetie?” his mother asked, her eyes crinkling at the corners.

He forced a smile. "Yeah, fine. Just... a little wired, I guess."

He walked towards the back door. The world outside, the sharp air, the possibility of motion, was a siren song. He needed space, a vast expanse, or at least a brisk walk. He yanked the door open and stepped outside.

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