He stared at the rejection letter. He’d expected it, of course. His application was decent, but Maya’s was outstanding. They'd spent weeks prepping, comparing notes, and offering each other advice. The thought he'd even be considered was laughable. Yet… his name was on the rejection email, too.

He blinked, pulling the letter closer to his face. The official Sterling Corp. letterhead mocked him. He hadn’t felt this…discombobulated since he accidentally dropped his ice cream cone on the first day of fifth grade.

He thought of the phone call. Maya's voice, usually so steady and confident, had cracked when she'd told him about her interview. She'd been her usual professional self, but something was off. Now he knew why. This was insane. He leaned back in his chair, rubbing his forehead.

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