The acceptance letter felt like it weighed a ton in Maya's hand. She reread the words, the glowing promises of tuition covered, room and board provided. Her breath hitched. She checked the name at the top again: Maya Rodriguez. It was undeniably hers. A wave of lightheadedness washed over her. She gripped the worn kitchen table, her knuckles white, and squeezed her eyes shut. This couldn't be happening. She'd been a long shot, a girl from a single-parent household with a leaky roof and dreams bigger than her budget.

Her phone buzzed, a text from her mom. *Did you get it?* Maya’s jaw was ajar, she responded, *Yes.* She added a string of emojis she didn't usually use—the crying face, the exploding head, the party popper. She walked to the window, staring out at her modest front yard, a place that suddenly looked…brighter.

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