The key trembled in Amelia's hand. The cold morning air seemed to seep right through her thin jacket. She’d been certain she’d parked legally. Double-checked, even. Yet, the empty space where her beloved Corolla usually sat now mocked her. A tight band clenched around her chest.

She peered down the street, hoping for a misplaced parking enforcement sign, a simple mistake. Nothing. Just the quiet hum of the neighborhood waking up. Her breath hitched. The knot in her stomach tightened with each passing second.

"This can’t be happening," she muttered, the words barely audible. She reached into her pocket, fingers fumbling for her phone. The icy screen felt slick against her fingertip.

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