The air left Liam's lungs as he read the email. He'd been looking at apartments to buy, but figured he had plenty of time. Now this. He sat there, utterly motionless, his fingers still hovering over the mouse.

He stared at the screen, the cursor blinking mockingly. The room, usually bathed in the soft glow of his laptop, was now suddenly cast in harsh light. The familiar sounds of the city outside his window seemed to amplify.

"What…" he muttered, his voice trailing off. His breath hitched in his chest. He felt as though the floor had suddenly dropped out from under him. He leaned back in his chair, feeling dizzy.

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