From across the restaurant, he could see the review taped to the kitchen door. The words practically screamed at him. Chef Marco froze, his wooden spoon suspended mid-air. The critic had lambasted his pasta carbonara, branding it "a crime against Italian cuisine." He felt a heat prickle under his skin, rising from his stomach and engulfing him. He felt as though the very air around him was now charged, the scent of garlic and basil suddenly acrid. He abruptly slammed the spoon onto the counter, the sound sharp and defiant.

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