The lawyer droned on, outlining the will. My sister, Olivia, and I sat side by side, expecting the usual inheritance. We had grown up with a sense of entitlement.

The usual, however, did not occur. The lawyer announced a specific piece of art for Olivia. It had always been hidden. A painting, rumored to be worth a fortune.

As the lawyer’s voice faded, Olivia was handed a small painting. She removed the wrapping, and looked into it. Her eyes widened, and her jaw dropped.

"I…" she began, then stopped. A small smile crept across her face. Then, as she turned the painting around in her hands, her expression changed again.

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