The world outside Amelia's window blurred. The rejection email's words, still fresh in her mind, formed a thick, bitter coating in her mouth. She went to make tea, her hands fumbling with the kettle and mugs. The simple task felt monumental.

She sat on her porch steps, letting the chill air soothe the heat radiating from her face. Every leaf rustling in the wind sounded like a whispered judgment. She kept expecting someone to appear and ask the inevitable question, the one she dreaded: "Did you hear back?"

The steaming cup did nothing to warm the emptiness inside her.

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