The antique mahogany door loomed, a portal to secrets. Amelia chewed on her lip, a rhythmic percussion against the silence of the solicitor's office. Her brother, Charles, stood ramrod straight beside her, looking as though he might crumble at any moment. Their grandfather had been a cipher, a man of hidden depths. What had he left them?

Her palms felt slick. She glanced at Charles, but his face was an unreadable mask. The solicitor, a man with a perpetually apologetic air, cleared his throat. "The reading of the will," he began, his voice a low drone.

Amelia’s stomach lurched as he began. Charles received the family estate – acres of farmland and a sprawling mansion. She, on the other hand, was bequeathed a single, worn leather-bound book. Her heart plummeted. What could it be? She felt a tightening in her chest.

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