The results landed like a bomb. David reread the email, his eyes darting across the screen as if the words might change. *Your biological family: Unknown*. He leaned back in his chair, the office lights blurring through a sudden haze.

He’d always been a creature of habit, a planner. Now, the foundations of his existence, the story he’d constructed, crumbled. He felt a sudden, intense chill. He got up and turned off the air conditioning, but the cold remained.

He needed air, he realized. He grabbed his coat, the familiar weight a small comfort, and stumbled out of his office. The familiar streets felt alien, the bustling city noise a distant roar.

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