He stared at the email on his phone. The subject line, “Update on Peter,” made his stomach lurch. He knew what was coming. Peter, the supposed astrophysicist, had been working at a car wash. He felt his face flush with heat.

He ran a hand through his hair, tugging at the strands. The words blurred before his eyes. He felt a sudden urge to flee, to disappear.

He looked around the office, at his colleagues, and suddenly felt like an imposter himself. He quickly closed his laptop, and made his excuses.

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