The wind whipped around her as she knelt, picking up the discarded wallet from the sidewalk. A sleek, expensive-looking item. A thrill surged through her, a prickling sensation that traveled down her spine.

Inside, nestled amongst credit cards and a driver's license, were several thick bundles of cash. She almost dropped it. The world seemed to tilt slightly, the sounds of the street fading into a muted buzz.

"Oh my God," she breathed, her voice a hushed whisper. She looked around, certain someone would appear and snatch it away. This...this could change everything.

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