The attic door creaked open, a sound that made Sarah’s heart leap into her throat. Sunlight sliced through the gloom, illuminating dust motes dancing in the air. She took a hesitant step inside, hand still gripping the doorknob. Her breath hitched.

A musty smell, thick and cloying, filled her nostrils. Cobwebs clung to the rafters like ghostly decorations. She could feel a tingling sensation crawl up her spine. What if a critter was up there?

A large, wooden chest sat in the corner, its lid slightly ajar. Curiosity warred with the urge to flee. Swallowing hard, she approached, her boots crunching on the dusty floorboards. Her palms felt clammy.

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