Sarah stumbled upon the list tucked inside David’s worn leather journal. Her heart gave a sudden lurch. The first item: “Learn to play the ukulele.” She knew he loved music, but this… this was new.

A giggle escaped her lips. She imagined David, fumbling with the strings, serenading her with a silly song. The vision made her feel light, like she might float off her feet. She traced the word "Ukulele" with her finger, feeling a strange, pleasant buzz.

She raced downstairs, her bare feet slapping against the wooden floor. She had to buy him one, right now. She opened her laptop, a feeling of giddy excitement bubbling up inside her.

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