He was halfway through his morning coffee, the newspaper spread before him, when he saw it. The realtor’s ad. His parents’ house. He blinked, rubbing his eyes, sure he was misreading. Then, he read it again. The familiar brick facade, the meticulously manicured lawn. The home he thought of as his own.

A strange prickling sensation crawled up his spine. He put down his coffee, the warmth suddenly unwelcome. The coffee tasted suddenly like ash. The image of the listing swam before his eyes. He felt a lightness, as if he'd just been unmoored.

He couldn't help but stare at the picture. He had to know the details. The price. The potential new owners. He clicked the link, his fingers clumsy on the mouse.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. 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 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219