The sight stopped him in his tracks. He’d been whistling a jaunty tune, anticipating his weekend plans. Now, the music died in his throat. His car wasn't there. His mouth fell open. He ran a hand over his face, as if trying to wipe away the scene.

He looked left, then right, then back again, his head swiveling, trying to make sense of the void. He felt a sudden, sharp pain in his chest, a sensation akin to a physical blow. He felt utterly disoriented.

He muttered incoherent sounds. The world around him seemed to spin, the familiar colours of his neighbourhood now appearing strange and alien.

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