The leather felt strange against her calloused fingers. She'd been scavenging for scraps in the alley, the usual detritus of a late-night city. Now, this. A wallet, thick and heavy, practically begging to be found. Her heart thumped a frantic rhythm against her ribs.

She unzipped it, and a flood of crisp, hundred-dollar bills spilled out, a vibrant green cascade in the dim light. She gasped, stumbling back against a brick wall. Her breath hitched in her throat, a cold shock washing over her.

"No way," she whispered, her voice barely audible above the city's hum. Her fingers trembled as she picked up a bill, the paper smooth and unfamiliar. She had never, in all her years, held so much wealth. This felt like a dream.

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