"Well, this is...something," declared Ben, his voice a low, hushed tone. He turned slowly, taking in the high ceilings, the intricate cornices, the way the light streamed in through the stained-glass window in the foyer.

His sister, Emily, had already moved towards the grand piano in the corner of the room, her fingers hovering over the keys. She looked as though she was about to play.

He had expected something a little different, the sort of home that would be the backdrop of his new life. But now he couldn't take his eyes off the place. He felt as if he had entered another world.

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