Michael choked on his coffee, nearly spraying it across his laptop screen. He'd been scrolling through Zillow, fantasizing about upgrading his cramped apartment, when he stumbled upon the listing for his neighbor, Mrs. Gable's, house. The photos showed a sprawling mansion, complete with a pool, a tennis court, and a private dock on the lake.

He reread the price. He couldn’t believe his eyes. The woman, with her perpetually worn cardigan and the slightly off-kilter wig, who always offered him stale cookies at the community potlucks? She was living in a palace! A wave of dizziness washed over him, and he instinctively gripped the edge of his desk for support. His palms were sweating.

He glanced at the listing again, his eyes widening with each passing detail. He immediately questioned everything he thought he knew. He'd always thought she was lonely, someone barely scraping by. His curiosity, and the ensuing feeling of inadequacy, kept him glued to the screen for a solid hour.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219