I felt a rush of heat to my face as I stared at the card. It was bright yellow, with a single, bold cupcake on the front. I don't get mail. Ever. And I certainly didn't expect a card. Especially not on my birthday.

I carried it inside, my hands shaking slightly, and placed it on the kitchen counter. I read the message: "You deserve this." Then, I just stood there.

I went to the pantry and rummaged through the shelves until I found a box of cake mix. I haven't baked in years. A strange sense of elation filled me, a light, bubbling sensation. I put on music and started to whisk.

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