The attic dust swirled around Sarah as she held the letter aloft, catching the weak sunlight filtering through the grimy window. Her grandmother’s handwriting, so elegant and precise, filled the page. Sarah’s eyes widened, a slow, dawning realization spreading across her face.

A giggle escaped her lips. This was a side of her grandmother she had never imagined. The letter, a resignation from a prestigious art gallery, was filled with playful defiance. It detailed how she was sick of the old man’s ways and how she was going to open her own business.

Sarah’s smile grew. She leaned against a dusty trunk, the letter a warm weight in her hands. The secret of the letter unlocked her heart. Now she understood the source of her own independent spirit. Her grandmother, the woman who had always seemed so proper and reserved, was, in fact, a rebel.

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