The album fell open, its spine cracked with age. Amelia had always heard stories of her great-great-grandmother, a stern, pious woman who lived a life of unwavering religious devotion. But the first photo she saw showed a woman in a daring red dress, laughing with a group of friends outside a speakeasy.

A strange buzzing filled her ears. She turned the page, and the woman was dancing, holding a glass of something she couldn't quite identify. The following picture showed her riding a motorcycle, her face illuminated by the sun. The woman in these photos was a stranger. Someone wild, free, and completely at odds with the saintly image she’d carried in her mind.

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