The letter arrived anonymously, a grainy photo tucked inside. "Remember," it read, beneath a picture of the house. The photograph seemed to warp the familiar facade, making it look sinister. She barely registered the words.

She had always been a light sleeper, but now, every rustle of leaves, every distant siren, jolted her awake. She checked the locks again and again.

Her hand trembled as she called her brother. She couldn't tell him how heavy the atmosphere of the house had become, as if it was filled with a thick, invisible presence.

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