The crayon slipped from Maya’s numb fingers. She stared, mouth agape, at the picture her niece, Lily, had just presented. It depicted a lanky figure with mismatched socks and a mischievous grin, exactly as Maya had remembered “Zip” from her own childhood. He was perched on a swing set, just like Maya used to envision.

Her heart hammered against her ribs. "Lily," she stammered, voice tight, "who is this?"

Lily, oblivious, pointed a grubby finger. "It's Ziggy! He comes to play with me in the garden. He's very silly." Maya felt a cold wave wash over her, a prickling sensation crawling up her spine. This couldn't be happening.

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