As I read, I felt my pulse quicken. The letter, my great-aunt’s resignation from her position as a librarian, was a revelation. I stared at the words, feeling a mix of confusion and wonder.

A small laugh escaped my lips. The letter was a scathing indictment of the library's outdated practices and its resistance to modern technology. She went into detail about how she didn't fit in. Her writing was pure gold.

I spun around, the letter held aloft, a broad smile spreading across my face. My great-aunt, the woman I knew as a quiet, book-loving individual, was, in fact, a visionary.

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