He stared at the words on the screen, a slow grin spreading across his face. It was his girlfriend, Chloe, writing about him! He, the quiet observer of life, the one who preferred books to people, was apparently the center of her world. Her prose was beautiful. The details were spot on, but embellished.

He reread a particular scene involving a trip to the beach they took several months ago. He blinked, a strange warmth blooming in his chest. His hands felt cold, but his face was on fire. He was stunned.

Chloe’s footsteps sounded in the hallway. He quickly minimized the document, his heart hammering against his ribs.

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