John stared, frozen, at the phone tucked back into its usual spot on the kitchen counter. Sarah. He'd thought she was working late again, but now... He replayed the snippets of conversation he overheard. Laughter. Someone called her "honey". His chest felt tight, constricted.

He’d always considered himself to be a good judge of character. Apparently, he was spectacularly mistaken. His vision blurred, and he had to grip the countertop to steady himself.

He opened the cupboard, grabbing a glass, and poured himself a generous drink, his hand shaking so badly that the whiskey sloshed over the rim. This was unreal. It had to be a mistake.

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