He'd been wandering the city, lost in his thoughts, the weight of the rejection letters pressing on him. Then, he heard it: a familiar melody, played on a saxophone from a street corner. He stopped, his footsteps halting on the cold pavement.

It was his composition, the one that had been rejected by every single label in town. The saxophonist, a grizzled man with a worn fedora, played it with a passion that surprised him. His fingers fumbled but the melody rang true.

A strange lightness filled him. He took a tentative step closer, then another, drawn by the music. His lips formed a silent "Oh."

He watched, captivated, a smile slowly spreading across his face.

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