The email shimmered on her phone screen, the subject line a malevolent little thing: "Your Essay Featured!" Amelia's breath hitched, the air suddenly thick and hard to draw. She squeezed the phone so tightly her knuckles whitened. The announcement, a cheerful greeting from her dream university's admissions office, felt like a trap.

She scrolled down, her stomach twisting. There it was: her words, her deeply personal reflections on her grandmother, her struggles, her aspirations, laid bare for everyone. The words seemed to mock her, silent echoes in the vast digital expanse. She imagined students reading it, dissecting it, judging it. A wave of nausea rolled over her.

Amelia slammed the phone onto the desk. A tremor ran through her, leaving her hands trembling and clammy. She needed to be somewhere else, away from the echoing reminder of vulnerability. Grabbing her keys, she fled the dorm room, the sunlight outside seeming too bright, the world too open.

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