The attic was stifling, filled with the dust of generations. Michael, tasked with clearing out his grandmother’s belongings, unearthed a stack of old books. He picked up a copy of "Pride and Prejudice," the cover faded and worn. A tiny, dried flower was tucked inside.

As he turned the pages, a small piece of paper fluttered out. It was a theater ticket, dated from the 1950s. The seat number was his mother's. His mouth dropped open.

He sat down heavily on a nearby trunk, his mind struggling to process the discovery. He'd never known. This was his mother.

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