Her fingers trembled as she held the embossed letter. The university crest seemed to shimmer in the afternoon sun flooding through the student union window. It couldn't be right. Sarah re-read the name at the top: not hers. But the rest… the amount, the stipulations, the sheer, impossible generosity... they all described her life, her struggles, her desperate need. A wave of heat washed over her, and she had to grip the edge of the table to steady herself. Her breath hitched.

She'd been so sure she wouldn’t get it. The competition was fierce, the other applicants… she'd read their essays, heard their presentations. They were brilliant, polished. And now, this. She felt… small, almost insignificant, yet simultaneously brimming with something akin to joy. It was like being given the keys to a kingdom, one she’d only dared to dream of.

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