Detective Miller’s voice, flat and professional, echoed in David’s ears. “The previous owner… well, he was found here. In the master bedroom.” David's heart did a frantic, chaotic dance in his chest. His freshly painted walls, the hardwood floors he'd spent a month refinishing – they were… tainted.

He hadn’t realized he was gripping the edge of the kitchen counter until his knuckles turned white. His stomach lurched, threatening to betray him with its contents. He struggled to find purchase in the detective’s calm assessment.

“You’re telling me someone *died* here?” David finally stammered, the words sounding foreign even to his own ears. He felt a cold sweat prickle across his forehead. The comfortable suburban neighborhood suddenly felt menacing. He wanted to flee, to erase the very existence of his home.

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