He'd been driving, utterly lost, when he saw it: a small, weathered wooden box protruding from the earth near the old oak tree on the hill. He pulled over, his mind racing. Curiosity, a powerful current, pulled him closer. The box was surprisingly heavy, and as he pried open the lid, a flood of memories – images of friends, of laughter, of a younger, more carefree version of himself – washed over him. He felt his face heat up, his hands shaking slightly.

He pulled out a crumpled baseball cap and held it. The embroidered logo was familiar; a team he'd cheered for with such fervor as a kid. He hadn't thought about that team in years. He felt a lump growing in his throat.

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