She gripped the steering wheel so tightly her knuckles shone white. The drive was always awful, and today, even more so. The radio was blaring a tune she didn't recognize. Her stomach churned. The clinic, a sterile, imposing building, loomed in the distance.

Inside, she was directed to a waiting room with muted colors and overly cheerful paintings. She sat down, her legs restless, and her eyes scanned the room. She noticed a man reading a book. He had a prominent birthmark on his left temple, and a certain hesitancy about him that felt familiar.

The receptionist called his name. As the man stood, he dropped his book. She reached for it, and their hands brushed. The brief contact sent a jolt of recognition through her.

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