My fingers tingled, a feeling of unease spreading through me. I’d always found a thrill in solving complex mathematical puzzles. My notebooks were filled with equations and proofs, my mind constantly churning. My daughter, Olivia, had never shown any interest. Now, I found her working furiously at the whiteboard in her room, the walls covered in complex diagrams and mathematical notations. She was working on a problem I’d been stuck on for weeks. "Mom," she said, her voice flat, "I think I have a solution for Fermat's Last Theorem." My mouth felt dry.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255