The elevator doors chimed open, and Sarah gripped the strap of her bag so tightly her knuckles whitened. She’d rehearsed her presentation a dozen times, but now, facing the imposing oak door of Mr. Henderson's office, her throat felt constricted. The air conditioning seemed to have failed, and she could feel a bead of sweat tracing a path down her temple. This was it.

She straightened her blazer and took a deep breath, attempting to steady the tremor in her hands as she reached for the handle. A small voice inside her head whispered, “Don’t mess this up.”

Walking inside, Sarah forced a smile onto her face. Mr. Henderson sat behind his desk, his expression unreadable. Across from him, Mark, her rival for the promotion, was already seated, looking disconcertingly calm.

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