Agnes hummed, expertly rolling the dough for her signature apple tart. She glanced at the television, where a celebrity chef, Jean-Pierre Dubois, was demonstrating his "Pomme Extase." A wave of dizziness washed over her. It was...her recipe. Every spice, every measurement, down to the sliver of lemon zest, was hers. Her hands stopped moving, flour dusting the air. She sat heavily on her stool, her stomach churning.

She had submitted the recipe years ago, to a baking competition. He had been a judge. She hadn't won. The tart, now on national television, was not hers. A knot tightened in her chest. She had to sit down.

The aroma of her own creation, now called something else, filled her kitchen, a cruel parody. She felt her face flush, heat prickling her skin. The urge to yell bubbled in her throat.

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