The doorbell chimed, a cheerful sound that felt at odds with the turmoil roiling within him. He peered through the peephole. A delivery person, holding a box. Inside the box: copies of his biography. He grabbed the package, his hands clammy.

He tore into the cardboard. The books were stacked neatly, the title emblazoned on each cover in a bold, eye-catching font. He flipped one open at random, finding a passage about a childhood fear of clowns. A sharp intake of breath. He hadn't spoken about that to anyone, not ever. A slow grin spread across his face, then a disbelieving shake of his head.

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