My knees felt weak. I’d always loved baking, finding comfort in the precise measurements, the warm aromas, the creation of something beautiful and delicious. My daughter, Chloe, had always shown a preference for store-bought treats. Now, I found her in the kitchen, flour dusting her face, a perfectly sculpted sourdough loaf cooling on the counter. She’d meticulously recreated my signature croissant recipe, a recipe that had taken me years to perfect. "Mom," she said, her voice unusually calm, "I think I've figured out the gluten content." The kitchen spun a little.

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