The phone slipped from his grasp, clattering to the floor. Tom stared at the wall, seeing nothing. His carefully crafted world was suddenly a lie. The woman on the other end of the line was still talking, but he couldn't comprehend.

He rose from his chair, a slow, deliberate movement. He felt an intense pressure in his chest. His hands, usually so steady, were shaking.

He moved to the window, gazing out at the familiar street, which looked utterly foreign. He felt like he was falling, but there was nowhere to land. The world was spinning.

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