Liam's jaw dropped. He’d been expecting to find tax documents, not a miniature museum of his childhood. The box, crammed into the back of the linen closet, was a treasure trove of his past. A tiny model volcano, still dusted with baking soda, sat next to a poorly constructed diorama of the Amazon rainforest.

He reached for a crumpled report card, his name printed in childish block letters. "Needs to participate more in class." A wave of heat washed over him. He felt as if a secret, intimate part of his life had been laid bare.

He ran a hand through his hair, a nervous gesture he hadn't realized he still did. The sheer volume of material was unbelievable. The meticulous organization was something else entirely. He could hear his mother’s voice, echoing in his head, offering advice, scolding him, praising him. He slumped against the wall, speechless.

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