The email sat in Eleanor’s inbox, glowing with an ominous light. She’d refreshed the page twenty times in the past hour, each click a tiny act of self-sabotage. Her palms were slick against the cool glass of her phone. She felt the sudden urge to pace, back and forth across the tiny kitchen, but the space was too cramped for her to gain any real distance. She glanced at the clock again. Another five minutes. She'd give it five minutes before she had to open it.

A tremor ran through her, starting at her stomach and spreading outward. She took a deep breath, trying to slow the racing of her heart. The scent of burnt toast filled the air, a consequence of her earlier distraction. "Right," she mumbled, forcing herself to sit. She took a small sip of lukewarm coffee. Five minutes.

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