He was halfway through assembling a bookshelf when the email arrived. He dropped the screwdriver with a clatter. "Your Ancestry Results are In." Mark cautiously clicked on the link. The report stated it in black and white. “No genetic relation.” He sat down heavily on the floor, the unfinished bookshelf forgotten. The familiar scent of wood and glue, usually comforting, now felt acrid. He stared at the email, the words a cold and impersonal judgment. He felt a profound sense of dislocation, like a puzzle piece forced into the wrong spot. He didn’t know what to do, how to proceed. He was utterly lost.

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