The world outside the window of the bus blurred into streaks of color. Sarah stared at the familiar landscape, but she didn’t see it. Her stomach churned. Each bump in the road felt like a physical blow. She clenched her jaw.

She felt the buzz of her phone, a small vibration against her thigh. She pulled it out, her fingers trembling. She swiped to open her email, the screen illuminating her face in the dim light.

She read the words, and the bus seemed to tilt on its axis. The air thickened. A bitter taste coated her tongue. The world swam.

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