The aroma of freshly baked bread filled the small bakery, where they sat. "I can't believe we almost set the kitchen on fire!" Ben bellowed, reliving the story of their baking attempt years ago. He remembered it as a riotous, flour-covered mess. She was confused.

She remembered the careful following of the recipe, the delicate kneading, the satisfaction of the perfect loaf. It was a calm, pleasant memory. Now, she was unsure of her place in their shared history. She felt her face flush, the blood roaring in her ears.

"That was a close one," Ben added, oblivious to her internal struggle, "Remember the look on Mrs. Gable's face?" She felt a sudden need to flee the bakery.

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