James watched the police car pull up across the street. His stomach lurched. He knew. The party last night had been a bit much. The music, the laughter, the general revelry. He ran a hand through his hair, already imagining the conversation.

He saw the officer heading up the path toward his door, the metallic glint of the badge catching the sunlight. His heart began to pound a frantic tattoo against his ribs. He felt a sudden, desperate urge to hide, to disappear.

He forced himself to take a deep breath, and he pulled open the door. The officer spoke. James’s apology was immediate, automatic. His face felt hot, his palms were sweating, and his voice quivered slightly as he listened.

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