A coldness settled in Daniel’s stomach as he stood in the doorway of his daughter, Chloe's, classroom. The room was identical, the same peeling paint on the window frames, the same smell of crayons and disinfectant. Mrs. Peterson, her gray hair pulled back in a severe bun, looked up. Her eyes, those piercing blue eyes, hadn't changed a bit.

Daniel felt a sudden urge to flee. He couldn’t explain it. He felt that familiar tightness in his chest. He cleared his throat, the sound a dry rasp. "Hello, Mrs. Peterson," he managed, his voice barely a whisper. He knew this woman. She knew him.

He shifted uncomfortably from foot to foot. Chloe, sensing her father's hesitancy, gave his hand a squeeze. He felt a wave of warmth wash over him, but underneath, the chill remained, a persistent undercurrent that threatened to pull him under. He saw the teacher's lips begin to move, and he wanted to run.

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