The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Michael examined the list, tucked away in his father's desk drawer. He had to be at peace, for his father's sake.

He read the first item, "Learn to fly a plane." He tried to imagine his father, the man of business and calculations, soaring through the sky. He felt a familiar hollowness in his chest.

The thought of all that sky, that vast emptiness, made him catch his breath. He ran a hand through his hair. The room seemed to shrink, the walls closing in on him. He felt pinned down, anchored.

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