The attic felt stifling. Sweat beaded on Clara’s forehead as she sifted through the boxes. She hadn't expected to find anything of note, just a few dusty knick-knacks and moth-eaten clothes. The box, labeled "Clara’s Creations," stopped her cold.

She lifted the lid. Inside, every drawing she had ever made, every story she had written, and every school test she had taken. The memory of the hours she had spent in her bedroom, creating imaginary worlds, flooded back.

She ran her fingers over a particularly vibrant crayon drawing of a dragon. She grinned. His mother had cherished them all. She knew, then, that she had to keep this safe.

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