The wallpaper peeled back with a sickening crunch. Sarah's breath hitched as she worked the corner loose, revealing a dark rectangle where the wall should have been solid. Her heart hammered a frantic tattoo against her ribs. She’d been so excited about the new house, but now... now her stomach felt like it was doing somersaults.

A chill snaked up her spine, despite the summer heat. This wasn’t right. The realtor hadn't mentioned anything about a hidden room. Her fingers trembled as she reached for the edge of the opening. Inside, a yawning darkness beckoned, and a faint, musty odor wafted out. She took a step back, her hand flying to her mouth.

"What in the world…?" she whispered, her voice barely audible. The floorboards creaked ominously beneath her feet as she stood rooted, frozen in place. This purchase was starting to feel like a colossal mistake.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217