Eliza, her face a mask of mild annoyance moments before, nearly tripped over a stray garden gnome when Mr. Henderson from across the street approached. He was never one for small talk. Today, though, he was practically bouncing on the balls of his feet.

"Eliza, lovely weather we're having, eh?" he said, beaming. He never used the word 'lovely'. She shifted her weight, a frown momentarily etching itself onto her face. He was clearly leading somewhere.

"About the oak… the one on the property line…" He trailed off, looking as though he might spontaneously combust. "My wife thinks… it might need… removal." Eliza found herself unable to speak. The idea hung in the air, weighty and strange. Her heart did a little flip-flop in her chest, a physical reaction to his unusual demeanor. She felt light-headed, like she’d just run a mile.

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