"Mediocre," the critic had written. Chef Ricardo, reading the word, felt his stomach clench. He ran his hand over his close-cropped hair. He felt a building pressure behind his eyes. He couldn't understand. He had poured his heart and soul into this restaurant.

He slammed the paper down on the counter. He needed to get out, to be away from the stagnant, disappointed air of the kitchen. He grabbed his keys, the metal cool against his palm. He needed to get to the market. He had to find something, some ingredient, that would jolt him back into action. The clock was ticking.

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