The attic air hung thick with dust motes dancing in the lone sunbeam. Sarah coughed, waving a hand in front of her face as she rummaged through a trunk overflowing with forgotten relics. She’d been tasked with clearing out the family home after her mother’s passing. Her fingers brushed against stiff paper, and she pulled it out, unfolded it. A letter, addressed to a distant friend she hadn't spoken to in decades. Her eyes darted over the familiar script. "…and if he doesn't see your worth, then he's a fool." She clutched the letter closer, her heart beginning to hammer against her ribs.

A giggle escaped her, a sound she hadn’t made in years. The handwriting, hers, but the words… they were a forgotten whisper from a bolder, younger self. She reread the paragraph where she was supposed to be telling about her life, but the words she'd written were fierce and full of an aching bravery. She sat down abruptly on the dusty floor, the unfinished thought a revelation. Her hand trembled as she traced the loops of her own forgotten signature.

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