The attic door creaked open, a sound that sliced through the quiet of the house. Sarah clutched the flashlight tighter, knuckles bone-white. Dust motes danced in the beam, revealing a shadowy, cluttered space. A child's rocking horse stood in the corner, its painted eyes seeming to follow her.

A chill ran down her spine, raising goosebumps. She hadn't expected this.

Her breath hitched as she saw them – stacks of old photographs, faces staring blankly from the past. She backed away slowly, the flashlight beam trembling.

"Hello?" she called out, her voice barely a whisper. The only answer was the whisper of wind through a broken windowpane. She couldn't bring herself to go further inside.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294