The slam of the front door echoed through the tiny apartment. Maria flinched. The abrupt sound made her jump. The words on the paper swam before her eyes.

She wrapped her arms around herself, as though to physically ward off the impending doom. Her breath hitched. The air suddenly felt thick, heavy, difficult to breathe.

She paced the length of the small living room, back and forth, back and forth, her steps hurried, aimless. She bit down on her lip, a habit she'd long outgrown.

Her gaze kept returning to the notice, lying accusingly on the coffee table.

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