He stood in the president's office, the plush carpet feeling alien beneath his worn sneakers. A framed photograph of the university founder looked down upon him, a stern but kindly presence. Everything, from the polished mahogany desk to the meticulously arranged diplomas on the wall, felt out of place. He wasn't supposed to be here. A bead of sweat trickled down his temple.

The woman across from him, the head of the scholarship committee, was explaining, again, the error. He didn't hear her words, only the buzzing in his ears. It didn't matter what she said; the reality of the situation was a heavy weight in his chest. A profound sense of… something akin to wonder… filled him as he stared at the ornate ceiling molding. He, the kid from the wrong side of the tracks, in this hallowed space.

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