The leather of the editor’s chair felt cold against Amelia’s clammy hands. The ornate office felt far too grand, too important. She had the distinct feeling of wanting to be invisible. She fiddled with the strap of her handbag, pulling it tighter and tighter until it felt like it would saw through her shoulder.

The editor, a woman with a perfectly sculpted face and impeccably tailored suit, offered a polite smile. Amelia tried to mirror it, but the corners of her mouth wouldn't quite cooperate. The manuscript sat between them on the polished mahogany desk, a silent, weighty presence. "So," the editor began, her voice smooth and carefully modulated.

Amelia felt a cold wave wash over her. It was going to be bad.

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