The lawyer had finished his speech, his final words about taxes and responsibilities. Now, the paperwork was complete, and Amelia and her brother, Ben, were in the empty house. The house was theirs. Her jaw felt locked, her face flushed with an unknown heat. She could only stare around the living room, at the familiar patterns of the floral wallpaper.

She felt a dizzying sensation, like falling. Everything seemed tilted, unreal.

Ben gave a low whistle and wandered into the kitchen. Amelia didn't move. She couldn't. It was too much, the implications, the suddenness of it. She squeezed her eyes shut, trying to ground herself.

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