The kitchen timer ticked with agonizing slowness. Sarah’s fingers fidgeted with the hem of her sweater as she waited for the kettle to boil. She’d unearthed the letter in the bottom of a box while cleaning out the spare room. It was written in her mother’s elegant script, addressed to her grandmother.

She knew she shouldn't read it. It felt intrusive, like trespassing on a private grief. Yet, she found herself tracing the looping letters of her mother’s name on the envelope, her pulse ratcheting.

She poured the boiling water into a mug, her hand shaking so badly she spilled a little. This was going to be harder than she thought.

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