The professor cleared his throat, his voice cracking slightly as he addressed the class. The announcement was out. A collective gasp rippled through the room. A strange hush fell over the students, as if they were suspended in space. Maya felt her heart race.

She looked around the room. The faces of her classmates, usually animated with questions and discussions, were now frozen. Everything was changing. She stared down at her notebook, the ink on the pages blurring before her eyes. She felt a prickling sensation on her skin, and she started to laugh. She clutched at her chest, still laughing, the sound echoing in the sudden quiet of the classroom.

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