The listing agent had described the neighborhood as “up-and-coming.” Liam snorted. He remembered it as “forgotten.” He pulled up the listing again, his brow furrowed, a grimace forming on his face. The front porch had been repainted, and the yard manicured. Everything looked… different.

He sat forward, peering at the screen, the room around him seeming to shrink. His palms were sweating. He felt a compulsion to click on the “Request a Showing” button, to see it for himself, but his hand froze above the mouse. What if it was worse than he remembered? What if it was better?

He swallowed hard. He needed to get out of the house, to do something, anything, to distract himself from the churning in his gut. He grabbed his coat, heading out the door without looking back.

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