The news hit Michael like a physical blow. He'd been scrolling through the listings, looking for a project, when he saw it. The house on Willow Creek Lane. The house where he’d learned to ride his bike, where he'd had his first kiss. For sale.

He felt the blood drain from his face. He sat there, stunned, the air thick with unspoken emotions. His breath quickened, shallow and rapid. He stared at the pictures, each one a pang of something he couldn't name.

He had to see it. He grabbed his car keys and bolted out the door.

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