The old house creaked and groaned around him, a constant reminder of its age and the secrets it might be hiding. David found himself in the study, a space he’d hoped would provide solace. Instead, he felt a strange sense of unease. He'd been going over the blueprints, looking for the original floor plans.

He traced a line on the wall with his finger. There was a slight indentation, almost imperceptible. He tapped the spot with his knuckle. It sounded hollow. His pulse quickened. The air felt heavy, pressing down on him.

He pushed on the wall, and it swung open, revealing a small, dark room. He had the distinct impression that he was being watched.

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