The musty scent of aged paper and leather filled Amelia’s nostrils as she flipped through the pages of the dusty novel. Her palms were slick against the worn cover. She'd been looking for something, anything, to distract herself. The interview loomed, a monstrous shadow in her mind.

A small, folded piece of paper fluttered out. Her breath hitched. She picked it up, her fingers trembling slightly. The ink was faded, the handwriting delicate and looping. It was a love letter. She felt a prickle of heat crawl up her neck.

She shouldn't be reading this. But the words drew her in, each phrase a whispered secret. This was better than the upcoming questions. Better than the impending doom.

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