He stared at the email, the words blurring before his eyes. "Congratulations, David Chen, you have been selected…" The sheer audacity of it left him speechless. The Chen family was known around campus, and he couldn't help but notice the name, as it was his. However, he knew that the scholarship, the funding, was meant for the wealthiest student on campus. He took a staggering step backwards. His hands were trembling, his throat tight, and a strange tingling started in his toes.

He reached for the nearest chair to steady himself, and he sunk into it, his head swimming with the implications of the email. He wanted to shout, but only a small sound came out. The thought of this, the reality of it, was almost too much to process.

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