The email notification was a jolt. Ms. Ramirez, the art teacher, wanted to connect on Instagram. A cold dread seeped into Elara. She’d always loved art, but now she questioned everything. Was her art good enough? Interesting enough? She imagined Ms. Ramirez analyzing her sketches, judging her technique.

Her palms began to sweat. She quickly clicked on her profile, a wave of self-consciousness washing over her. She mentally cataloged every post, every story. She felt a burning need to erase, to start over.

That night, she couldn't sleep. Every creak of the house, every rustle outside her window, made her jump. The world seemed filled with unseen eyes, scrutinizing her every move. She felt trapped.

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