The weight of the disclosure settled on Mark like a physical burden. He felt a profound disorientation, a sense of falling, even though he stood perfectly still in his newly-painted dining room. He’d just completed the painting himself. Now, the fresh coat of sky blue felt tainted.

He stared at the detective, his mouth hanging open. The man’s polite explanation, about a burglary gone wrong, seemed to echo in his ears, a distorted record.

He gripped the edge of the table, his knuckles white. Everything, the house, his life, felt suddenly, horribly…wrong.

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