The strident rap on the door startled Leo from his coding. He stumbled, knocking over his half-empty mug of lukewarm coffee. A woman with tightly-wound blonde hair stood on his porch, her face pinched. "Do you have any idea how loud your… *music* is?" she said, her voice a sharp edge.

Leo gaped, his hands flying up to his chest. He hadn’t realized. He’d been lost in the algorithmic beauty of his project, headphones on, the volume cranked. The sheer power of the sound, apparently, had escaped his notice.

He stammered an apology, instantly picturing the intricate music system he’d built in his living room. He'd poured months of work into it. He felt his cheeks grow warm as he imagined the music spilling out into the world. He wanted to shout about the speakers. He wanted to tell her about the subwoofers.

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