The laptop screen swam before Elias. He'd been idly scrolling, escaping the drudgery of bills and work emails when he'd seen it. The address. His address. The same peeling paint, the overgrown rose bushes, the crooked porch swing. The house was up for sale. He hadn't known.

His breath hitched. He clicked the link, the photos unfolding like a slap in the face. The living room, once filled with the echoes of his laughter, now displayed sterile furniture and empty picture frames. A wave of dizziness washed over him, and he had to grip the edge of his desk.

"No way," he muttered, the words barely audible. He felt a peculiar tightening in his chest, a sensation he couldn't name. He should call his sister, see if she knew anything. But his fingers remained frozen, unwilling to break the spell of the screen.

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