"I've found my truth," Michael said, his tone serene, his eyes shining. He was converting to Judaism. His sister, Clara, felt a strange pressure building behind her eyes. She gripped the edge of the kitchen table, her knuckles whitening. The familiar clatter of dishes washing, the comforting scent of coffee brewing, all felt alien. She wanted to scream, to ask him if he was joking, if this was some elaborate prank. She didn't. She just stared, her mouth slightly agape, unable to form a response.

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