The doorbell chimed, a cheerful sound that felt at odds with the drizzle outside. Amelia, fresh from a shower and still wrapped in a towel, peered through the peephole. No one. She opened the door cautiously. On the doormat sat a bouquet of lilies, their creamy petals pristine. Her breath hitched. She scanned the street, then the building's entrance. Nothing. Who? Why? A chill traced its way down her spine despite the warmth of the humid air.

She brought them inside, the scent filling her small apartment. They were lovely, undeniably so, but the lack of a note left her adrift. She’d broken up with David last month. He was the only person who’d ever given her flowers. She sat at the kitchen table, staring at the lilies, a knot forming in her stomach.

The next day, she re-arranged them. The day after that, she threw them away, finally accepting the mystery could never be resolved.

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