The email arrived like a poisoned dart. The subject line: "Your Teenage Confessions." Liam stared at it, his face paling. He’d kept that diary locked away for years. He clicked the link, his hand shaking.

His eyes scanned the website, each entry a stab of humiliation. He ran a hand across his forehead, and his fingers came away damp. He stood up, pacing the small space of his apartment.

He tried to think, but his thoughts scattered like frightened birds. The room felt too warm, too bright. He needed to be somewhere else, anywhere else. He felt a desperate urge to run.

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
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293