The scent of lavender and old books hit Oliver the moment he stepped inside. He couldn’t help but pause, his nostrils flaring slightly, absorbing the atmosphere. He'd expected a musty smell, decay, but instead, it was a fragrant embrace. He took another deep breath, letting the aroma fill his lungs. He felt a shiver, and it was not from the cold.

His sister, Chloe, was already examining the kitchen, opening cupboards and drawers. "Look at this," she said, her voice bright, "they're all full of grandma's things!"

He started walking towards the kitchen, but slowed. He knew that the place, the house, was going to be difficult, but at the moment, he could not stop smiling.

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