He found himself frozen in place. Amelia, the woman who lived next door, had just pulled up in a private helicopter. A *helicopter*. He'd known her as the quiet librarian, always pushing her book cart, always dressed in sensible cardigans. His tongue felt thick in his mouth.

He watched, bewildered, as a chauffeur hopped out to open the door, Amelia emerging in a silk scarf and designer sunglasses. His heart hammered against his ribs. He felt a sudden, profound sense of… vertigo? He’d always imagined her life was as mundane as his own.

He slowly sank onto his porch steps, the weight of the revelation pressing down on him. She’d always been so… normal. He had to sit. He had to process this seismic shift in his understanding of reality.

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