The aroma hit Amelia first. Cinnamon, nutmeg, a hint of something floral she couldn't quite place. She’d been wandering through the farmer's market, idly browsing the artisanal goods, when it stopped her in her tracks. “Grandma Rose's Secret Spice Cake,” the sign read, and beneath it, a perfect, golden-brown cake sat in a glass display, identical to hers.

Her hand flew to her mouth. She felt a prickling sensation crawl up her spine. The baker, a woman with rosy cheeks and an overly-enthusiastic smile, saw her staring. "Oh! You must try it! It's our bestseller. The secret recipe has been passed down for generations..."

Amelia's legs felt like they’d turned to lead. She managed a weak, "Really?" The baker beamed. "Absolutely! It's all the rage! We can't keep it in stock." The world seemed to tilt slightly. She backed away slowly, the scent of her own creation, now a stranger's triumph, clinging to her like a shroud.

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