A cold sweat slicked down Daniel’s back as he sat at the kitchen table. He was going over the albums that had been his uncle’s. They were filled with familiar faces and stories he’d heard a thousand times. Except, now, they didn’t quite match up.

He felt his stomach clench. He ran a hand through his hair, a nervous habit he hadn't realized he had until that moment. The photographs depicted his uncle, a man he'd always known to be a dedicated family man, laughing with a woman who was clearly not his aunt. He swallowed, the lump in his throat like a stubborn stone.

He couldn't shake the sensation that the world was tilting on its axis. He glanced at the clock, then back at the photographs. The truth stared back, unblinking. It was an assault to all he'd believed was true.

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