The flickering fluorescent lights of the clinic hummed, a relentless, irritating noise that grated on Amelia's nerves. She kept adjusting the strap of her bag, the worn leather a familiar comfort against her clammy palm. Each tick of the clock on the waiting room wall felt like a hammer blow against her skull.

Across the room, a man with haunted eyes was staring at her. He cleared his throat, a nervous sound in the sterile silence. "Are you… are you here for the same thing?" he finally managed, his voice barely a whisper.

Amelia’s stomach lurched. She swallowed hard, focusing on the peeling paint on the wall. "I… I think so," she squeaked, her voice betraying her unease. The weight of the diagnosis, the sheer rarity of it, pressed down on her chest.

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