James nearly choked on his coffee when he saw the link. He'd never expected it. He forwarded the email to his mom and dad. He immediately began refreshing the university's webpage, waiting to see his application essay published as an example.

He'd written about his love for his family's bakery. The essay’s subject felt very personal. A wave of lightheadedness washed over him. He started pacing, back and forth across his cramped apartment.

He mumbled, "This can't be real." He felt a grin force its way onto his face. He felt like he could run a marathon. He looked at his hands, as if to make sure they were his.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233