"Don't screw this up," Leo muttered to himself. His voice was a thin whisper, barely audible above the general office din. He was heading over to the customer service department, and the prospect of dealing with dissatisfied people was not a pleasant one. He found himself tapping his foot rapidly as he waited for the elevator.

The elevator doors opened. He stepped inside and pressed the button for the 3rd floor. The ride felt interminable. He gripped the handrail as if his life depended on it.

He imagined the scenarios. He rehearsed responses. His throat felt tight. He dreaded the phone calls, the emails, the potential confrontations.

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