The radio in the kitchen blared the news, the announcer’s voice a disembodied drone. Sarah gripped the edge of the countertop, knuckles white. The accusations were now public knowledge: her favorite author, Finch, had plagiarized her blog post from two years ago.

Her breath came in shallow gasps. She felt her face flush, heat creeping up her neck. She remembered staying up all night, writing that post, fueled by passion and a sense of creative freedom. Now, that passion felt stolen, the freedom replaced by a strange disquiet.

She felt a compelling urge to do something, anything. She grabbed her keys, her coat. She had to *move*. She was going to see the sunset, she realized, as her hand fumbled with the door handle.

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