The café bustled with the morning crowd as Ethan sat, nursing his coffee and browsing the collection of second-hand books he'd bought the day before. He opened a copy of a cookbook. It had a strange smell. A folded piece of paper slipped out.

It was a recipe, handwritten in a looping, elegant script. It described a type of cake he had never heard of. There were instructions on how to make it.

He sat for a moment. He hadn't baked in years. "Well, I might just..." he mumbled to himself, a slow smile spreading across his face.

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