The review called his fusion cuisine "a mess." Chef Kenji felt the familiar thrumming in his ears. He crumpled the paper, the sound loud in the otherwise silent kitchen. He needed an escape, a way to channel the sudden rush of energy coursing through him.

He grabbed his skateboard. He had to move, to be in motion. He slammed open the back door of the restaurant and onto the sidewalk, his wheels spitting out a sharp sound on the pavement. He weaved through the city streets, a blur of motion, letting the wind clear his head and the adrenaline course through his veins.

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