He saw the picture of the dish in the restaurant's window. It was a plate of his 'Grandma's Goulash,' perfectly presented, with a new name: "Hungarian Heatwave." His jaw went slack. The recipe had been a family secret for over a century, passed down through generations. He knew the distinct aroma, the rich taste profile. It was, without a doubt, his goulash.

His hands began to sweat. He pushed open the heavy wooden door, the bell above it tinkling, his heart pounding. He felt a nervous energy bubbling up inside him, the way it had when he was a child about to receive his presents. He had to know the story behind this.

He walked over to a waiter, his voice a strained whisper, "Could I please speak with the chef?"

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