The smell hit her first – a musty, almost metallic scent. Sarah squinted, her stomach twisting. She'd been so excited to finally explore the attic of the Victorian house she'd just purchased. Sunlight streamed through the single window, illuminating the layers of dust that coated everything. A small, wooden box sat open, revealing a collection of tarnished silver jewelry. Next to it, a stack of photographs depicting a family she didn't know. Her heart hammered against her ribs. She felt rooted to the spot, a sudden chill running down her spine. "I... I don't understand," she whispered.

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