"Impossible," Maya breathed, staring at the screen. The university’s official email was mocking her. Professor Klein, her thesis advisor, was departing. Her future, once clear, became clouded.

She was suddenly conscious of the gentle hum of the refrigerator. It seemed a loud symphony. She felt a strange tingling in her fingers, she clutched at the phone. She went to the window to breathe.

She laughed quietly, a sound of bewilderment. Then she started pacing, back and forth, the floorboards creaking under her steps. The idea of starting something new… was interesting. She opened the door, and went out.

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