He checked the time for the tenth time in as many minutes. The ticking of the grandfather clock in the hallway seemed amplified. He was waiting for Chloe, who was supposed to be here an hour ago. He picked at a loose thread on the couch.

They had been dating for six months, and she had never wavered about her work. She was a doctor. She would always recount her day, full of stories about patients, diagnoses, and procedures. He had recently found out that she worked at a car dealership as a saleswoman.

When he heard the click of the lock, he couldn't bring himself to look up.

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