"Oh my gosh," Maya whispered, her hand flying to her mouth. She pushed aside the moth-eaten blanket and gazed down at the dollhouse. It was enormous, a miniature Victorian mansion, complete with tiny furniture and even working lights. A gasp escaped her. Her mind raced.

Every detail was perfect, a testament to someone's patience and affection. The tiny curtains, the miniature paintings, the minuscule books lined up on shelves... She felt a swell of something akin to disbelief. A smile tugged at her lips, a feeling of delight blooming within her. She knew, with absolute certainty, that she wouldn't be leaving the attic anytime soon.

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