The car keys felt slippery in Finn's sweaty palm. He gripped them tighter, trying to anchor himself to something solid. The driveway felt enormous, the empty space where Liam's car *should* be even bigger. He kept replaying their conversation in his head, each word a fresh jab to his stomach.

He’d offered to help with the move. He’d loaded boxes into the truck. He’d even forced a smile when Liam had thanked him for everything. Now, the truck was gone. Liam was gone. He felt…empty.

Finn rubbed his eyes, trying to clear the blurry vision. He needed to do something, anything, to distract himself from the oppressive stillness that had settled over the house. He thought about picking up a video game, but the idea felt hollow.

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