The realtor had described the house as "charming." Maya, however, felt a persistent knot in her stomach since the move-in. The house creaked constantly, whispers seemed to follow her, and now, the discovery of a secret room had her in a panic. She stood in the dusty attic, a small, hidden door revealed behind a stack of forgotten trunks. Her pulse hammered against her eardrums.

She pressed her palm to the cold wood. It was locked. She retreated to the landing, her breath coming in shallow gasps. She knew she should find the key, but the thought of returning to that hidden door filled her with a feeling that made her legs feel like jelly. She clutched her arms, trying to ward off the sensation of being watched.

Later, she returned with a crowbar. With each jarring sound of wood splintering, the panic intensified. Finally, the door yielded. She took a deep breath. She had to. She had to know. The dark interior seemed to beckon her forward.

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