The news announcer's words, sharp and clear, sliced through the quiet of the morning. A local eatery, “The Daily Grind”, her haven for the past ten years, was shuttering its doors. Sarah had felt frozen in place, as if the words themselves had petrified her.

Her coffee cup trembled in her hand, the liquid sloshing dangerously close to the rim. It felt as if her grip on reality, on routine, was loosening.

She struggled to recall any other coffee shop where she could enjoy her breakfast, her newspaper, and the comfortable quiet she was so accustomed to. This was more than just a place to eat; it was a sanctuary, a place to think. She felt a sharp, sudden pain behind her eyes.

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