“Did you see the new chandelier in the Peterson’s dining room, Martha?” Brenda asked, her voice laced with incredulity as she set the coffee cups on the table.

Martha, sipping her tea, looked up from her crossword puzzle. “No, I hadn’t.”

“It’s…it’s… massive! And crystal! And it looks like it cost more than my entire house!” Brenda’s hands flew up in the air, a gesture of pure wonder.

Martha, now abandoning her puzzle, put down her cup. That was not like the Peterson's. It was usually a very unremarkable house. She found her gaze drawn out the window, toward the impeccable home next door.

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