Sarah stared at the brightly colored picture, her breath hitching. The drawing depicted a fluffy, purple creature with three eyes and a single, long antenna. It was Flibbertigibbet, the confidant of her youth. Her heart hammered against her ribs. She couldn't speak, her tongue seeming too large for her mouth. Her little sister, Lily, giggled, pointing at the picture. "It's Professor Snuggles! He teaches me how to fly!"

Sarah felt a surge of something akin to disbelief wash over her. It was as if her long-forgotten childhood had suddenly become tangible again. She felt a need to sit, and quickly pulled up a chair. Her hands felt clammy.

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