The wallpaper peeled back with unexpected ease, revealing a dark, rectangular void. Sarah’s breath hitched. She'd been sanding the dining room wall for hours, meticulously trying to get it ready for a fresh coat of paint. This was a complete surprise. Her hands trembled slightly as she felt for a catch, a hinge, anything that might explain the opening. Finding nothing immediately, she ran her fingers along the edge of the newly revealed space. It was deep, dark, and utterly silent. Her heart pounded in her chest.

"Well, this is… something," she whispered to the empty room. Slowly, she reached for her phone, switching on the flashlight. The beam cut through the blackness, showing rough-hewn wooden studs and a single, rusted hook. This house, she realized, was far more interesting than she'd initially thought.

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