The cookbook lay open on the kitchen counter, and she couldn't tear her gaze away. There it was, the "Lavender Dream Cake," with her grandmother's instructions, word for word. She gripped the edge of the counter, the knuckles turning white. She recognized the handwritten notes she'd made years ago. The recipe, the story of her grandmother, and the instructions all matched.

A shiver traced its path down her spine. A sudden lightness filled her, like she was floating in air. A cookbook published under a different name, a different life. She glanced around the now-familiar room, feeling a sense of unreality wash over her.

She closed the cookbook, then picked it up again, then closed it one more time.

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