The attic air was thick with dust and forgotten memories. David, nose itching, unearthed a box of old photographs. Then, tucked beneath them, a small, worn composition book fell out. He picked it up. "My Bucket List" was written on the cover, in Emily’s familiar script. A strange current ran through him.

He flipped the pages, eyes widening with each new item. "Visit the pyramids," "Learn to dance the tango," "Write a song." Each point was a revelation, a vibrant contrast to the predictable routines of their lives. He felt a sudden, inexplicable flush, his face burning.

He felt a sudden yearning, a profound sense of the untold stories of his partner's heart. "Buy a Harley Davidson." Emily had always hated motorcycles. He couldn't quite fathom it. His head began to spin.

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