The clatter of the mail slot was the only warning. Mark opened the door to find his neighbor, Mr. Harrison, standing there, a small, hopeful smile on his face. Mr. Harrison, who usually barely acknowledged Mark, looked almost… eager.

"Mark, my boy," he began, his voice a little shaky, "that old oak… the one on the border… I was thinking… it might be best… to have it felled." Mark's jaw dropped.

He retreated inside, finding himself suddenly disoriented. The walls seemed to tilt slightly. He felt a need to sit down, immediately. He replayed the words in his head, a dozen times, trying to make sense of what he’d just heard. He felt a nervous laugh bubbling in his chest.

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