“Found the victim’s diary tucked away in the attic,” the historian had said cheerfully. “Fascinating stuff, though a bit… macabre.” Daniel's stomach churned as he imagined the victim’s final thoughts, now haunting his new home.

He became obsessed with security cameras, installing them inside and out. His usual jovial greetings to neighbors were replaced with curt nods, and a guarded expression.

He started sleeping on the couch, the windows in the living room allowing him to see the front door, the street. He felt vulnerable. The very walls seemed to whisper secrets, to mock his attempts to feel safe.

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