From across the room, Leo watched his paintings. They were arranged in a manner he'd never have approved. He felt a tingling in his fingers, a sensation that spread rapidly up his arms. The gallery was filled with chattering voices. Each word felt like a poke in the back.

He saw a critic, a woman whose opinions he desperately needed, scrutinizing his most personal piece. Leo wanted to vanish, to become invisible. He clenched his fists, the blood draining from his knuckles.

He remembered the studio, the long nights, the effort he’d poured into his work. Now, it all felt somehow stolen. He needed to get out. He slowly turned toward the exit, trying to move casually through the crowd, like a stranger.

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