A giggle escaped Leo’s lips as the bookshelf swung inward, revealing a staircase spiraling downwards. He'd always suspected something was amiss with the library; the wall felt hollow, and a draft always seemed to emanate from behind the towering volumes. Now, the truth was laid bare. His stomach did a little flip. He took a tentative step towards the opening, then another. The air felt heavy with the scent of dust and something else, something metallic and faintly sweet.

"Incredible," he muttered, his voice barely audible above the rush of his own thoughts. He pictured the secrets this room might hold, the stories locked away within its walls. He glanced over his shoulder, making sure his wife wasn’t watching, a wide smile spreading across his face.

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