The waiting room felt as cold as a morgue. Amelia clutched the worn strap of her ballet bag, her knuckles bone-white. She studied the cracks in the linoleum floor, tracing their paths with her eyes, a futile attempt to ground herself. Her head throbbed, a dull ache that intensified with each passing second. The other girls whispered amongst themselves, their voices a melodic buzz she couldn't quite decipher.

A sudden, sharp intake of breath. The door opened and the head judge, a stern woman with a severe bun, beckoned. Amelia's mouth suddenly felt parched. She stood, her legs feeling like overcooked spaghetti.

The selection list was posted. Amelia squinted, her vision blurring at the edges. She scanned the names, searching for her own. It was not there. The floor tilted slightly beneath her feet.

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