The invitation was embossed, thick and creamy. "Gala Benefiting the Arts." Sarah had always known David had *money*, but this… this was different. He'd always said he worked in "finance," the vaguest of terms. Now, standing on the marble steps of the museum, she felt a peculiar lightness in her stomach, a dizzying sensation.

David, resplendent in a tuxedo, greeted her with a smile that was both familiar and utterly foreign. "You made it!" His voice, usually casual, was sharpened with a note of something akin to pride. He gestured towards the interior, where crystal chandeliers dripped light onto a sea of designer gowns. He didn't work at a bank. He *owned* one, maybe more.

"I… wow," she stammered, unable to find a more articulate response. The sheer scale of it, the opulence, stole her breath. She'd known him since high school, the goofy kid who loved vintage video games. Now, he was… this.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238