Agnes clutched the newspaper tighter, the ink already smudging on her fingers. There, staring back at her from the food review, was a picture of a towering cake, frosted with elaborate swirls. Below it, the headline proclaimed it the 'Duchess's Delight' – a sensation sweeping the nation. She nearly choked on her tea.

Her heart thumped, a frantic drum against her ribs. She recognized the cake. It was her grandmother's 'Sunset Surprise' recipe, the one she'd inherited, the one she'd only ever made for family birthdays. She reread the description: light as air sponge, a hint of citrus… exactly. The journalist raved about the secret ingredient. Agnes felt a coldness creep up her spine.

She grabbed her phone, her hands trembling so badly she could barely dial. Her niece, Emily, picked up, sounding bubbly. "Aunt Agnes? What’s up?" Agnes rasped into the phone, "Emily, are you by any chance… working at a bakery?"

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