The vibrant green of her lawn felt suddenly vulnerable. The proposal for the fence was taped to her door, a stark contrast to the colorful flowers she'd planted there. She couldn't stop the tremors in her hands as she read it.

She started locking the doors even when she was home. Her breath caught in her throat every time she heard a loud noise or saw someone walking past. The world outside seemed suddenly treacherous.

The fence, in her mind, was already built, a fortress around her house, and she was the prisoner. She’d always loved the openness of the street, the sense of community. Now, it felt like an isolating cage.

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