Agnes nearly choked on her tea. The newspaper, usually a source of mundane gossip, displayed a picture of a towering, golden-brown pie. “The ‘Celestial Cloud’ – A Parisian Patisserie’s New Sensation!” the headline screamed. Her jaw dropped, and she felt a prickle of heat run up her neck. This was her Granny Mildred's recipe, the “Whispering Wheat Pie,” passed down through generations. She slammed the paper down on the kitchen table, the sudden movement rattling the bone china. Her hands flew to her mouth, fingers splayed across her lips as if trying to physically contain the words struggling to escape.

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