"You won’t believe this," his roommate said, waving his phone. "They used your essay in the admissions brochure." He felt the blood drain from his face. It was the moment he had imagined and dreaded.

He took the phone, his hands shaking slightly. He stared at the image, at the familiar words. A strange sense of unreality washed over him. He felt a tightness in his chest, as if someone had physically constricted his breath.

He found himself struggling to find words. He was speechless. He leaned against the wall. He couldn't comprehend how this had happened.

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