She found herself outside, staring. The noise was constant, but it was music to her ears. Her neighbor, Mr. Petrov, was finally doing something with his dilapidated property.

The sound of the workers brought her outside. Every day, she’d find a new vantage point. She'd watch the progress. The whole thing just made her feel better.

She started bringing Mr. Petrov tea. She learned their names, made them cookies. She felt like she was a part of something important, something wonderful.

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