Daniel was not prepared. He had gone into his parents' storage unit expecting to find some old clothes and some furniture. Instead, he had found his entire academic history. "Daniel's Deeds of Doing" the box proclaimed.

He sat cross-legged on the dusty floor, sorting through his relics of the past. A faded photograph of him in a school play, dressed as a tree. A collection of hand-drawn maps of fictional lands. His breath caught in his throat.

A wide smile spread across his face as he picked up a handwritten story about a brave knight. He remembered the feeling of accomplishment he felt when he had written it. All those years, his mother had been watching, recording. He felt a deep sense of connection, something he hadn’t expected.

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