He’d always loved the old Victorian, the way the sunlight filtered through the stained-glass windows. Now, the stained glass seemed to watch him. He’d learned the details of the crime through a dusty local newspaper archive: a brutal stabbing in the master bedroom, the very room where he now slept.

He stopped taking his usual evening walks. Instead, he started checking the locks on the doors, the windows. His heart hammered a frantic rhythm whenever a car drove past.

One night, a floorboard in the hallway groaned. He froze, his breath catching in his throat. He grabbed the baseball bat he’d impulsively bought that afternoon, clutching it tight as he slowly crept towards the noise.

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