The musty smell of the basement was usually a deterrent, but today, Emily found herself drawn down the rickety wooden stairs. She had been tasked with clearing out her family home after her mother's passing, a task she had been dreading. There, in a corner, sat a large chest.

It was labelled, in large, block letters: "Emily’s Academic Adventures." A wave of heat washed over her. She carefully opened the lid, revealing stacks of carefully preserved worksheets, art projects, and report cards.

She pulled out a drawing of her family, complete with mismatched limbs and a very large, purple house. She snorted, a laugh escaping her. She gently touched the paper. It was like time travelling, like reconnecting with a part of herself she thought was lost.

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