The review was a brick in Antoine's gut. He found the review while sitting on the steps outside the restaurant, taking a breather, though the air did little to help. His breathing was rapid and shallow, each inhale a struggle. The critic had called his soufflé "a culinary disaster," a phrase that echoed in his mind.

He pictured the critic, the way she observed every plate, a hawk circling its prey. He’d even seen her face. He’d seen her expression, one he had since studied and replayed in his own mind. He felt a deep flush rise in his cheeks. He could feel the eyes of his staff on him, the hushed whispers he could almost hear. His vision swam for a moment. He squeezed his eyes shut.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. 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 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210