The aroma of freshly baked bread filled the kitchen. Liam rounded the corner, expecting to see Sarah at the counter. Instead, she was perched at the table, a textbook propped open, and speaking in a cadence he hadn't heard in years. He froze. His jaw slackened. The lilting Welsh words, his grandmother’s tongue, flowed from her lips, forming a conversation with a virtual tutor on the laptop. He leaned against the doorway, utterly speechless, a grin slowly spreading across his face.

He didn't make a sound, simply watching. Sarah gestured animatedly, correcting her pronunciation, the unfamiliar accent a charming contrast to her usual clipped tones. The realization dawned: she was trying. Not just trying, but succeeding. He pushed off the doorway, suddenly feeling light, like he could float. He wanted to shout, to laugh, to grab her and swing her around.

"Prynhawn da," she said, looking up, her cheeks flushed.

He simply shook his head, unable to speak. His heart hammered against his ribs. He felt a ridiculous surge of… something. He simply walked over and squeezed her shoulder, a huge smile plastered across his features.

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