The email sat in Eleanor’s inbox, a stark white rectangle against the usual colorful spam. "Closing Soon," the subject line screamed. Her hand trembled as she clicked. This couldn't be right.

She reread the message, each word a fresh blow. The Cozy Corner, her refuge, her happy place, was shutting down. Her breath hitched. That booth by the window, where she always sat with a book and a steaming mug of their signature chai latte, would soon be empty.

She felt a strange disconnect, as though her body wasn't fully connected to her brain. She blinked rapidly, as if trying to clear a blurry photograph. Her usual routine of online shopping dissolved; the tabs closed without her conscious direction.

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