The old, dusty map shop was his. He knew every street, every coastline, every mountain range. His daughter, Emily, had always been more interested in her phone. He knew she thought his hobby was old-fashioned. Then, he found Emily planning a trip around the world, meticulously charting her course on a giant, hand-drawn map, using the same techniques and the same obsession he held. He sank into a chair, his vision blurring. His hands shook with an emotion he couldn't quite name.

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