"What am I supposed to do?" Mark whispered, his voice catching in his throat. He felt a creeping disquiet, a chill spreading through him as he read the secret posts. The carefully chosen words, the coded language – he was lost.

He ran a hand through his hair, his fingers tangling. The room, usually so familiar, seemed to close in on him. He felt a tightening in his stomach, a slow, insistent pressure. The weight of his ignorance pressed down on him, crushing him.

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