“Are you sure?” Mark asked again, his voice cracking slightly. He fiddled with the loose thread on his shirt sleeve, pulling at it with fidgety fingers. His wife, Emily, squeezed his hand, a silent attempt at reassurance. They'd driven for hours, the silence in the car only broken by the hum of the tires. The closer they got, the more frantic his movements became.

The house came into view. He tried to swallow, but his mouth was parched. The familiar yard was less familiar now. He looked away, then forced himself to look back, his chest tight.

He looked at the empty space, his face falling. A tear traced a path down his cheek.

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