A wave of disbelief washed over Maya as she stared at the grade. A D! She had always aced history; she practically lived in the library, poring over ancient texts. The professor had praised her insightful questions in class, telling her that her understanding was advanced.

She felt a strange lightness, like she was floating just above her desk. Her fingers traced the stark red ink, a mark that felt both foreign and intensely personal. A giggle escaped her, a nervous sound she didn't recognise. This couldn’t be right. There had to be some mistake.

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