The phone felt heavy in his hand. John had called the office, several times. No answer. His usual anticipation for the upcoming meeting with Ms. Chen had turned to something akin to dread.

He paced the living room, the familiar furniture now appearing unfamiliar. Each step felt deliberate, his breath shallow. Her last email was vague, with no hints of a departure.

He ran a hand through his hair, leaving it plastered to his forehead. He knew in his gut, but he had to confirm. He felt a need to sit down, and then, a need to run.

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