The barista called out his name for his latte, but Mark didn't move. He was too busy staring at the magazine he'd picked up from the coffee shop's shelf. He’d flipped it open randomly, intending to read something light, something mindless. Instead, he’d stumbled upon his own words.

He felt as though someone had kicked him in the gut. He stood frozen, the warmth of the coffee shop failing to reach him. He blinked, once, twice, trying to comprehend what he was seeing. There, in crisp, professional print, was his essay. The raw, vulnerable piece he'd poured his heart into years ago.

A wave of nausea churned in his stomach. He felt a bead of sweat trickle down his temple. The coffee shop, with its cheerful chatter and the aroma of roasted beans, suddenly felt claustrophobic.

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