The world had shifted. The journal, now closed and lying innocently on the bed, seemed to mock her. The room felt smaller, the air thick with unspoken words. Sarah felt a peculiar fluttering in her stomach, a sensation she couldn't quite identify.

Her roommate, Chloe, was humming a song as she walked by.

Sarah's breath hitched. She felt an urge to laugh, a wild, unrestrained cackle that rose from deep within her. It was unbelievable. She felt oddly liberated, as if some invisible weight had been lifted from her shoulders. She wanted to ask, but the words wouldn’t come. She merely stared.

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