My pulse hammered against my ribs, a frantic drumbeat in my ears. I’d spent decades painstakingly building these miniature cities, tiny perfect replicas of my favorite architectural wonders. Now, Liam, barely ten, was spending every waking moment glued to my workbench, his small hands fiddling with the delicate pieces. He wasn’t just looking. He was *rebuilding*. The Eiffel Tower, now a lopsided monstrosity, stood beside a wonky Taj Mahal. His brow was furrowed with fierce concentration. “Dad,” he’d said, his voice brimming with an enthusiasm I hadn’t felt in years, “I think I can make the Colosseum bigger.” My breath hitched. Bigger? He was talking about *my* Colosseum.

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