The list was taped to the inside of the cookie jar, hidden amongst the flour and sugar. Sarah’s fingers, trembling slightly, traced the words. "See the Northern Lights." "Learn to play the ukulele." "Fall in love again." Her jaw dropped. She felt a strange buzzing in her ears. Her mother, whose life had revolved around her, whose greatest joy seemed to be a perfectly clean house and a well-stocked pantry, had dared to dream of such things.

A wave of nausea washed over her. She sank into a kitchen chair, the weight of the list pressing down on her. It was as if a stranger, a vibrant, adventurous spirit, had briefly occupied her mother's body. The aroma of cookies, normally so comforting, suddenly choked her.

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