The wallpaper peeled back with a sickening rip, revealing a dark rectangle. Elias, mid-renovation, froze, his gloved hand still clutching the edge. He stared. Behind the floral pattern, a door. Not just a doorway, but a solid, unseen door. He reached out, his fingers trembling, and felt for a handle. Nothing. Just the smooth, cool wood. His heart hammered a frantic rhythm against his ribs. He ran back downstairs for a screwdriver, his mind a whirlwind of possibilities.

He pried at the edge, the wood resisting his efforts. Finally, with a loud crack, the door gave way, swinging inward to reveal a tiny, windowless room. Dust motes danced in the lone beam of his flashlight, illuminating a single, antique rocking chair. A chill snaked up his spine. He couldn’t explain the feeling, but he knew he was compelled to enter.

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