The clinking of glasses and the low hum of conversation in the bar were background noise as Ben showed Liam the ropes. He poured a perfect pint of Guinness, something he’d been doing for years. Now, this young man, brimming with enthusiasm, was being prepped to do the same.

He almost laughed, but then he quickly covered his mouth. The bar felt different today. He was showing Liam the secrets to a good pint and the best ways to clean the glasses. His words felt hollow, like he was delivering lines in a play.

He had to take a few deep breaths. The air was thick with the scent of beer, a smell that had comforted him for so long. It was an odd feeling that he was experiencing.

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