The aroma of freshly baked bread filled the air as Martha greeted Mrs. Chen at the fence. Mrs. Chen, usually so chatty, seemed unusually subdued today. "Martha," she began, her voice unusually low. "The willow..."

Martha’s grip on the bread basket tightened. Her stomach lurched. The willow was a marvel, its weeping branches providing a haven for birds and children alike. She had always imagined it would stand forever.

“You want to cut it down?” The question escaped her lips, barely a breath. A sudden dizziness made her reach out for the fence post.

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