David, a librarian by trade, had dedicated his life to books. He knew Finch’s bibliography better than his own address. Today, however, he was staring at his computer screen, a document open with highlighted passages. It was a comparison of his unpublished novel and Finch’s most famous work. The parallels were blatant.

He felt a curious disconnect from his body. His ears were ringing. He reached out and knocked over a stack of Dewey Decimal system cards, the sound echoing in the silent library. He felt a strange lightness, as though he might float into the ceiling.

He leaned back in his chair, trying to make sense of the situation. He felt a sudden, inexplicable burst of energy, as if he could run a marathon. He got up from his chair. He started pacing, back and forth, the cold library floor biting into the soles of his feet.

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