"Whoa," Mark breathed, staring at the brightly colored, unopened box. It looked like something from a children's cartoon. Buried deep in the park, far from any path he usually took. It had to be a mistake. He didn't even *have* a childhood. He glanced around, certain someone was going to jump out and yell "Gotcha!" But there was only the rustling of leaves and the distant chatter of people he didn't recognize. He felt a weird, sinking sensation in his gut. Curiosity, however, won over fear. He wrenched the top open.

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