The antique wallpaper in the hallway of the newly purchased Victorian house felt cold to Elias’s touch as he ran his fingers along it. A faint draft whispered against his skin. He’d noticed a slight bulge in the wall near the end of the hallway, a detail he'd dismissed as settling. Now, however, curiosity, or perhaps something else, compelled him to investigate. He pushed against the wall, and a section of the ornate paneling groaned inward, revealing a dark, musty space. He hesitated, his heart thudding a rapid tattoo against his ribs.

He fumbled for his phone, the screen illuminating his face in an eerie glow. The air in the hidden room was heavy, stagnant, smelling of dust and decay. He swallowed hard, trying to quell the rising tide of… something. He stepped inside, the paneling clicking shut behind him. His breath hitched in his throat.

The room was small, barely larger than a closet. A single, cobweb-draped window offered a sliver of moonlight, barely enough to cut through the gloom. A rocking chair sat in the center, seemingly waiting. He felt the hairs on the back of his neck prickle. He wanted to go. Right now. But he couldn't move. He had to know. What was in here? What was it waiting for?

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293