The aroma of freshly baked bread evaporated in the face of the ear-splitting din. George stood at his front door, his hand still on the oven handle, his eyes fixed on the spectacle across the street. His neighbor, Mrs. Gable, was having her entire house repainted. A massive scaffolding embraced the entire dwelling.

He blinked, unable to process the scale of the operation. He had just finished making his perfect rye loaf. Now, he wondered if he’d ever be able to enjoy a quiet meal in his own home again. His appetite suddenly deserted him. He closed the oven and retreated inside, a sense of foreboding washing over him.

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