The banner headline on the university's webpage practically vibrated in Sarah's vision: "Student Essays: Inspiration!" Her breath caught in her throat. A cold dread seeped into her bones. Her essay. The one she’d poured her heart into. The one she’d considered a secret.

She scrolled through the examples, her fingers trembling. There it was. Her words, her story. She reeled, a knot forming in her stomach. The color drained from her face. She felt a sense of invasion, of betrayal.

Sarah grabbed her coat, her movements hasty. She needed to escape, to be alone, to process the shock. The air in her room felt contaminated, the walls closing in. She fled, the cold wind hitting her face.

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