The miniature railway, a meticulously crafted world of gleaming tracks and tiny landscapes, had been Arthur's sanctuary for thirty years. He built it in the basement, a secret kingdom of tunnels and bridges. Now, seven-year-old Leo, his son, was dismantling it, not with malice, but with a zeal that left Arthur breathless. Leo was holding a tiny, hand-painted signal box, eyes shining. "Daddy, can we make a bigger one? One with real lights?" Arthur stared, a smile playing on his lips. His chest felt tight, a warmth spreading through him.

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