The ticking of the grandfather clock in the hall echoed like a drumbeat in Sarah's ears. She felt a lightness in her head as she carefully turned each page. The novel's protagonist, Claire, was a younger, bolder version of herself. Her jaw ached. She felt exposed.

The words, beautifully written, detailed experiences, conversations, and feelings that Sarah had never shared with anyone, not even her husband, Daniel. The implications of this felt oppressive.

She had an urge to scream, to lash out, to demand answers. Instead, she sat frozen, her chest tight. She was desperate to understand what he thought of her, what he'd been seeing. Her hands trembled, and she felt like she might throw up.

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