Chef Leo paced the small kitchen, his steps erratic. His jaw clenched, and his hands were balled into fists. He'd memorized the review, every stinging word. The critic had declared his risotto "a culinary catastrophe," a phrase that seemed to echo inside his head.

He glanced at the stove, at the array of pots and pans. They suddenly felt like alien objects. He considered calling his family, but the words wouldn't come. He had to face his staff, but he knew he wasn't strong enough. He needed time, but the dinner rush was fast approaching.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210