The notification popped up: "Mr. Henderson started following you." Sarah's breath hitched. She scrolled through his profile, a pit forming in her stomach. He’d liked a picture of her dressed up for a Halloween party, a photo she’d actually considered deleting. She chewed on her lip, a habit she thought she'd broken years ago, as the palms of her hands started to sweat. This felt… off.

She glanced at the clock. It was almost time for her English class with him. The words on her screen blurred as she replayed every interaction she’d ever had with Mr. Henderson, analyzing them for some hidden meaning. Her backpack felt suddenly heavy.

The bell rang. She stood up a little too quickly, her chair scraping loudly against the floor. As she walked to class, she kept her gaze fixed on the ground, avoiding eye contact with anyone. She hated the way her stomach was churning.

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