"To Beatrice Thorne," the label read, scrawled in an elegant, almost theatrical hand. The name meant nothing to Clara. But the package… it felt wrong. It made her stomach churn. The house was cold, even with the fireplace blazing.

She found herself reaching for the phone, then pulling her hand back. She didn't want to involve anyone. She had to be strong. She was fine. But her breath hitched in her throat, a small, involuntary sound.

She turned off the fire and went to the back door, and checked the locks. She couldn't feel the floor beneath her feet as she walked toward the kitchen. She just needed a glass of water, she told herself.

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