Sarah chewed the inside of her cheek as she approached the overflowing chest in her mother's storage room. It had been years since she'd thought about those endless hours of homework, the pressures of grades, the social anxieties of being a teenager. Now, the past was staring her in the face. She could almost feel the familiar flutter in her stomach, the feeling she got before a big test.

The room felt stifling. Sunlight struggled to penetrate the dusty windows. Her breath hitched as she reached for the handle.

She found herself backing away slowly. No. She didn't want to do this. But she knew she had to. She took a deep breath. Slowly, she pulled open the lid. A thick cloud of dust erupted, and a wave of memories washed over her.

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