She'd spent countless hours hunched over her workbench, the aroma of sawdust and lacquer permeating her small studio. Sarah, a furniture maker, handcrafted intricate wooden toys that she'd gifted to friends and family. Her daughter, Maya, would occasionally peek in, but rarely showed much interest. Today, Sarah found Maya in the workshop, wielding a chisel with surprising confidence. Chips of wood flew as Maya carved a tiny, perfect chair. Sarah just stood in the doorway, her breath catching in her throat. She felt a lightness, as if she could float away.

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