"Just...just checking," Leo stammered, his voice thin. He wasn't usually so... unsettled. He'd always prided himself on his calm demeanor. But the discovery, the painting in the attic of a face he swore he recognized, had set him on edge.

He’d followed the outline of the painting on the back of the canvas, pushing and prodding at the seemingly blank wall. Now, a section of the wall had given way, revealing a doorway he hadn’t seen before. His breath came in shallow, rapid pants.

He extended a hesitant hand, touching the cold metal of the door handle. It was heavy, and it wouldn't budge. He jiggled it again, and it opened with a creak. The scent that wafted out was a mixture of damp earth and decay. Leo pulled back his hand.

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