He found it in the bottom drawer of the old desk, tucked behind a stack of unpaid bills. The crisp, white paper felt jarring against his calloused hands. "Swim with dolphins," it read, in his father's familiar, looping handwriting. Daniel's eyes widened. He blinked, reading the list a second time, then a third. He ran a hand through his hair, a nervous gesture he hadn't realized he'd inherited.

His father, the stoic accountant, who'd never missed a day of work in his life, who had viewed vacations as a waste of money... Swim with dolphins? The thought was absurd, exhilarating, and completely at odds with everything he’d believed. The room swam slightly, the familiar scent of old paper and pipe tobacco suddenly overwhelming. He felt a peculiar tightening in his chest.

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