The air in the school cafeteria felt thick and heavy, like a humid summer day. Her heart thumped a rapid tattoo against her ribs. She was trying to act casual, chatting with another parent, but her voice sounded too high, too brittle. She kept glancing at the door, expecting Mrs. Hawthorne to emerge at any moment. The memory of her sharp critiques and dismissive attitude still haunted her dreams.

She took a large gulp of iced tea, trying to swallow the lump that had formed in her throat. Her hands were clammy.

Suddenly, she wondered if she should have checked the teacher's credentials. Or if this whole school was a mistake.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210