The sound of knocking reverberated through the quiet house. Sarah peered through the peephole to find Ms. Periwinkle, the notoriously reclusive woman next door, standing on her porch. Sarah’s stomach lurched slightly. What could she possibly want?

Ms. Periwinkle, usually shrouded in dark clothing, was today wearing a floral print dress. "Sarah, dear," she began, her voice unusually soft, "about the pine… on the boundary… I was considering… having it cut."

Sarah felt a peculiar tingling sensation spread from the tips of her fingers to her toes. Her mind whirred, struggling to comprehend this turn of events. She fumbled with the door handle, her knuckles turning white. The words of the elderly neighbor were completely at odds with her expectations.

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