A small, velvet box arrived in Mr. Peterson's mailbox, addressed in familiar, looping handwriting. He hesitated, his hand hovering over it. The return address was from a town miles away; the name, "Sarah Chen." He opened the box slowly, his breath catching in his throat.

Inside, nestled on satin, was a tiny, intricately carved wooden bird. He had remembered Sarah, a girl who always seemed to be fighting something inside. It was beautiful, a perfect replica of a hummingbird.

He felt a prickle of discomfort in his chest. A gift, and a memory. He found himself avoiding his reflection in the hallway mirror, even though he knew he had nothing to be ashamed of. His palms felt damp.

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