The news arrived in a curt email, delivered while she was making her morning coffee. “We regret to inform you…” the email began, detailing the discovery of a mixed-up file. Her medical records contained information about a person who had undergone a sex change operation. She, a woman with no history of even contemplating such a thing, stared at the words, her hand trembling slightly as she held the mug.

Suddenly, her breath hitched. Her pulse quickened. She felt a giddy, almost feverish sensation. She spun around her kitchen, a spontaneous pirouette. The world seemed to shimmer, the ordinary colors of her kitchen becoming extraordinarily vivid. She felt… curious. Alive.

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