The red brick of her house seemed to close in on her, the familiar facade suddenly menacing. Her vision blurred, and the world tilted precariously. She blinked rapidly, trying to clear her head. The silence of the empty driveway was deafening. The back of her neck prickled with an unsettling sensation.

She paced the length of the porch, unable to stand still. Her hands wrung themselves, twisting together like a pair of frantic snakes. The wind whispered through the trees, carrying with it a sound she couldn't quite identify, a sound that made the hairs on her arms stand on end.

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