The wallpaper peeled back with a sickening crinkle, revealing not the expected bare plaster, but a narrow, inky blackness. Amelia stumbled backward, her hand flying to her mouth. The air in the hallway seemed to thin, pressing against her chest. She blinked rapidly, trying to make sense of the void. It wasn't just a closet; it was a doorway to… something else. “Well, this is not good,” she whispered, her voice barely audible.

She leaned closer, forcing herself to peer into the darkness. A faint, musty smell wafted out, like old paper and something…metallic? Her breath hitched. The old house, she'd thought, had a strange feel to it, and now she thought she knew why.

Her heart thumped against her ribs, a frantic drumbeat against the sudden quiet of the house. She touched the peeling wallpaper again, and her fingers found a recessed handle. Cautiously, she pulled.

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