The announcement echoed in the confined space, a pronouncement of doom. Three hours. He was frozen. He felt a prickling sensation on the back of his neck.

Across from him, his coworker, Chloe, looked at him expectantly, her eyebrows raised. He had no idea what to do. The thought of spending the next three hours trapped with her felt… strange.

He blinked, several times, as if trying to clear a blurry vision. He wanted to shout, to scream, to laugh, but he couldn't. He felt as though he'd been suddenly dropped into a play.

He opened his mouth to say something, but no words came out. He was completely… floored. This was unbelievable.

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