He was at his parents' house, visiting for the weekend, when his mother called him to the living room. "Look at this, Daniel!" she said, holding up a magazine. "They chose an essay from our son's school!"

His stomach dropped. He went over and peered at the page. There it was, bold as brass: his application essay about his grandfather. Her eyebrows shot up. Her jaw hung slightly open. It was a dizzying sensation, almost like falling.

He felt a strange tightening in his chest. His hands clenched into fists. He managed a weak laugh. "Well, that's… unexpected," he stammered, his voice barely above a whisper.

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