He stared at the birthday card, a cartoon rendition of a cat wearing a party hat, clutched tight in his hand. Confusion clouded his face. He hadn't told anyone it was his birthday. He definitely hadn't told *anyone* the precise date. He checked the mailbox again, just to be sure. Nothing else.

A giggle escaped him, then another. He paced back and forth across the living room, the card still in his grasp. The feeling in his chest was like bubbles rising, light and effervescent. He stopped in front of the mirror, a broad smile plastered across his face.

He abruptly grabbed his keys and ran out the door. Where was he going? He had no idea. He just needed to... do something. The sky seemed bluer than usual, the air crisper, the world vibrant with unseen possibilities.

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