He ran his hand along the wall, expecting the usual drywall. Instead, his fingers met cold, smooth stone. A section of the library wall seemed to give way under his pressure. He stumbled backward, knocking over a stack of books. What on earth...?

His mouth opened, but no words came out. He felt a peculiar lightness in his head, a dizzying disconnect from reality. A doorway. A secret room. The house had felt so ordinary just moments before. Now, it was utterly… different.

He cautiously stepped inside, the hairs on his neck prickling. The air tasted metallic, and the silence was absolute, pressing in on him like a physical force. His breath hitched in his throat.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. 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 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219