The clatter of the vacuum cleaner stopped abruptly. Mark emerged from his apartment, his face a mask of confusion. Mrs. Rodriguez, his downstairs neighbor, was standing in his doorway, her arms crossed and her expression thunderous. “The… the *noise*! It’s like a herd of elephants up there!” she exclaimed.

Mark felt his mouth hang open. The vacuum? The powerful, industrial-strength vacuum he’d just purchased? He had been sure he was cleaning quietly. The sheer force of the machine… the thought filled him with… well, it left him utterly speechless.

He felt the hot wash of embarrassment. He'd spent weeks researching the best model. He'd taken such care to clean his apartment. He felt a weird, giddy sensation. He wanted to explain the suction power. He wanted to describe the spotless floors.

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