He paced his apartment, the letter clutched tight in his hand. The words swam before his eyes. His medical records, the documents that supposedly chronicled his life, detailed the existence of a severe peanut allergy. He was, in the words of the report, "chronically allergic." He, *John*, who cheerfully devoured peanut butter sandwiches every single day. A grin spread across his face, wide and incredulous.

He stopped, staring at his reflection in the hallway mirror. He looked…different. More vibrant, perhaps? The color seemed to pop on the faded wallpaper behind him. He laughed, a deep, rumbling sound that filled the small space. Grabbing his keys, he impulsively headed for the nearest ice cream shop. Peanut butter swirl, here he came.

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