The realtor had said the house was move-in ready. But now, clutching the flickering flashlight, Amelia wished she’d insisted on a thorough inspection. Dust motes danced in the beam, illuminating a door she’d never noticed before, tucked behind the bookshelf in the library. Her breath hitched. The air in the house had become strangely heavy, like a woolen blanket in summer.

Her fingers trembled as she reached out, the brass knob cool and unfamiliar against her skin. The wood groaned in protest as she pushed, revealing a narrow staircase descending into shadow. A metallic tang, like old pennies, filled her nostrils. She hesitated. “Hello?” her voice cracked, the word swallowed by the darkness.

She wasn’t sure why she hadn’t immediately slammed the door shut and bolted. Instead, she took a tentative step onto the first stair, her heart hammering against her ribs like a trapped bird. Each creak of the aging wood under her weight was a thunderclap in the oppressive quiet.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314