David leaned back in his chair, the photographs spread before him like a scattered puzzle. He'd been told his grandfather was a coal miner, a man who toiled in the earth his entire life. But the pictures revealed a different narrative. One showed him in a tailored suit, standing in front of a grand building.

He felt a sudden, inexplicable thrill, a sense of having uncovered something monumental. Another picture showed him on a stage, holding a violin. His mind raced, imagining the possibilities. The truth was far more complex, much richer than he could have ever imagined.

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