“Wow,” muttered Ben, staring at the notification on his phone. He couldn't help the small, involuntary jerk of his head. He re-read the notice. He had always enjoyed living in this building, with its proximity to the park and the vibrant community. Now, it was… different. He sat on the floor, back against the sofa, re-reading the document, absorbing all the details.

He started to pace, his steps quick and uneven. He felt a strange lightness, as if he could leap over the furniture. He ran his hand through his hair, a gesture he often did when he was confused or surprised. This was… quite the change. He reached for his phone, and wanted to share the news with someone.

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