He stared at the neighbor, Mr. Abernathy, standing in his doorway. "The music," Mr. Abernathy’s voice, usually a gentle rumble, was sharp, thin. It scraped against the pleasant morning. "It was quite… loud."

He couldn't fathom it. *His* music? He usually listened to soft jazz. He knew the man’s dog hated loud noises. He felt his face heat, a flush spreading across his cheeks.

He stammered, offering a weak apology. His mind scrambled, replaying the last few hours. The only music he could recall was the soft, barely-there melodies he used as background noise while he worked. How could that have been "loud?" His confusion was a heavy weight pressing on 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