Liam stared at the package clutched in his hands. He'd lived in this apartment for six months. The name on the label, "Mr. Silas Blackwood," meant nothing to him. A bead of sweat trickled down his temple. This was the third time this month he'd received mail addressed to the former tenant.

He felt his stomach twist. He could just toss it, but a prickling sense of unease settled on him. He could almost hear his mother's nagging voice echoing in his head. Curiosity, that insidious little demon.

He brought the box inside, placing it on the kitchen counter. He pulled out a utility knife, his hand shaking slightly as he sliced through the tape. Inside, wrapped in brown paper, was a thick, leather-bound book. The title was in an unfamiliar language, the pages yellowed with age.

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