The dingy pawn shop felt like a trap. Sarah, avoiding the rain, had ducked inside, hoping to find something to brighten her mood. Then, a blinding spark. It stopped her dead in her tracks. The ring. The ring she’d seen only in old family photos.

She pressed her hands against her cheeks. The heat seemed to spread through her entire body. She reread the tag for the price. She felt the blood rush to her head. It was… impossible. Yet, there it was, the inscription on the inside of the band as clear as day.

"Need something, miss?" The shop owner's voice cut through the fog in her mind. She turned, her mouth agape.

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