The woman’s breath hitched. She'd been expecting a rejection letter all week, and the sight of a brightly colored envelope in her mailbox made her stomach clench. But it wasn't a letter. It was a card. A birthday card. Her birthday. How?

She brought it inside, placing it on the kitchen table with shaking hands. The inside held a simple message: "Celebrate you!" She read it over and over.

She looked around her, at the familiar kitchen, but it looked different somehow. The dust motes dancing in the sunlight seemed to shimmer. She reached for the phone. "Hello?" she said, her voice a little breathless. "I think I need to call my sister."

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