The air conditioning hummed, a monotonous drone that did little to calm her. Chloe shifted in her chair, the leather squeaking in protest. She had procrastinated long enough. The list, found tucked away in a sewing kit, had been staring at her for a week. Her grandmother’s handwriting, elegant and precise, filled the page.

She picked up the list, her fingers fumbling with the delicate paper. *Write a novel.* She stared at the words, a knot tightening in her chest. She had always loved to read, but write? The thought seemed ridiculous. She wasn't an author. Her breath hitched. Could she even start?

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