She sat in the library, the scent of old books and paper filling her lungs. The article, printed on heavy stock paper, sat before her. The professor who had taken credit for her work stood by a window. She'd never imagined her work would be in print. The feeling that flooded through her was strange. A lightness, a buoyancy, as if the very air around her was infused with celebratory confetti. She felt the urge to jump up and down, to shout her success to the hushed room. She took a deep breath, fighting the urge to explode. It felt like she had done something magical.

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