From the moment he received the email, David felt a sense of unreality. "Congratulations," the message began, and then went on to say his essay was chosen for the school's admissions website. He hadn’t expected this. He kept clicking back and forth between the email and the website.

He'd written about his struggle with dyslexia, a subject he'd kept relatively private. Now, he'd opened himself up for everyone to read. He suddenly felt exposed, yet at the same time, empowered. He spun around in his chair, a giddy laugh escaping his lips.

He looked around his room, and it felt new, transformed. He knew his parents would be proud, and that idea sent another jolt of something unexpected through him. He decided to call his best friend, who he knew would understand his elation.

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