“Well, this is peculiar,” he muttered, his eyebrows raised. It was a card, bright and festive, in his drab, utilitarian mailbox. He was not a festive person. He did not celebrate. Yet, here it was.

He went inside and placed the card on the table, still unopened. The feeling in his chest was… buoyant. He found himself smiling, a genuine smile that felt unfamiliar. The card was a cartoon of a present.

He grabbed a pen and a pad of paper, and began to write, something he hadn’t done in ages, filling the pages with ideas for projects, for stories. He couldn't stop. The words flowed from him, effortlessly.

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