Sarah stared at the screen, her jaw slack. The algorithm. The one that could predict stock market fluctuations with near-perfect accuracy. The thing she had been working on around the clock for the last six months. She knew it, she understood it, she had created it… or so she thought.

A cold wave washed over her, chilling her despite the warm room. There it was, displayed in all its glory: a patent, filed three years prior, identical in concept, down to the variable names. It felt like she had been punched in the gut.

She spun away from the computer, bumping into her chair. Her vision swam. Then, a smile slowly spread across her face. A genuine, astonished smile. She started to giggle uncontrollably, a high-pitched, almost manic sound. The audacity! The sheer, improbable coincidence! This couldn’t be real.

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