The front door swung open, and the silence of the house crashed over Elena like a physical wave. Streamers. Balloons. The echoing laughter of friends and family. All the delightful chaos she'd envisioned. It was an empty, echoing tomb. She felt a cold trickle down her spine.

Her husband, Mark, appeared at the top of the stairs, looking pale. His expression – a mixture of guilt and concern – told the whole story.

"Elena," he began, his voice barely audible. "There's... there's been a change of plans."

She stood there, frozen, the anticipation that had been bubbling inside her all day suddenly deflating. The carefully laid plans, the weeks of secret preparations, the secret joy she felt knowing people were planning a special day just for her. All gone. A dull throb began in her temples.

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