Eliza carefully re-read the letter, her hands trembling so much it was difficult. The letter was an indictment. The words painted a portrait of a mother she did not recognize. A wave of nausea rolled over her. She gripped the edge of the desk, her knuckles white.

Her gaze jumped around the room. Sunlight streamed through the window, but offered no comfort. The familiar furniture seemed alien, the shadows playing tricks. She felt a sudden urge to scream, to shatter the fragile peace of the room. She was alone, utterly and completely.

She rose unsteadily, moving away from the desk. She could feel the need to hide. She moved into the closet, a sudden urge to be safe from the revealed truth.

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