The review sat on the laminated tabletop, a stark white rectangle amidst the clatter of the lunch rush. "Flavorless," the critic had written of Maya's carefully crafted mole. Maya had poured her heart into that sauce, spending days perfecting the balance of chilies and chocolate. A cold, hard knot formed in her stomach. She slammed the back door open, the sudden noise momentarily silencing the kitchen. The hot, humid air of the alley hit her face, but she didn’t even register it. She just wanted to scream.

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