He adjusted his tie for the tenth time, the knot suddenly feeling constricting. Liam paced backstage, the low thrum of the crowd reaching him even through the thick curtain. His palms were slick, and he wiped them surreptitiously on his jeans. A wave of heat washed over him, a burning sensation that started in his stomach and spread outwards. He’d written this song years ago, a raw expression of his heartbreak, and now a teenage girl with a ukulele was about to perform it.

He peeked through the slit in the curtain. The stage lights blazed, washing the world in a warm glow. The girl, all bright smiles and bouncy curls, was introduced. He retreated, his legs feeling suddenly weak. He wanted to flee, to disappear into the anonymity of the night.

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