He’d always felt a tremor of unease about the house. Now, in the dead of night, the floorboards in the master bedroom creaked, a sound he'd never noticed before. He’d sworn he'd checked every inch of the place. He'd even had the inspection done and the property was sold to him with no issues.

He moved quickly, his flashlight beam dancing across the walls. He’d ripped up the floorboards, but found nothing. He stopped dead. Something about the way the molding met the fireplace seemed…off. With a trembling hand, he ran his fingers along the brickwork.

A section of the wall yielded with a surprising ease, revealing a dark aperture. A cold wind blew, carrying the scent of mold and something else – something acrid, sharp, like old blood. He stumbled back, his pulse drumming in his ears.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258