The fluorescent lights flickered overhead, casting an unsettling strobe effect. James felt his stomach churn. The sudden, complete quiet of the elevator was the worst part. He usually thrived on the noise of the office, the constant hum of activity.

He cleared his throat, a dry, scratchy sound. "Well, this is just peachy," he said, trying for a light tone, but his voice cracked slightly. He stared intently at the floor numbers, willing them to change.

His fingers tapped a rapid rhythm against his thigh. He should probably try to keep calm, he thought. He ran a hand through his hair, mussing it further. Time seemed to slow to a crawl, each passing second stretching into an eternity.

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