"Climb a mountain." The words stared back at David from the page. He ran a hand through his hair, a nervous habit he'd picked up after his father's passing. The bucket list, discovered tucked away in a toolbox, felt like a dare.

He'd spent his whole life trying to live up to his father's expectations, and now, even in death, he felt the pressure. The air in the garage felt suddenly thin, as if he was struggling to breathe.

He pictured himself scaling a mountain, the wind whipping around him, and he shuddered. He backed away from the list, a sense of dread rising in his gut. The tools, usually comforting, now seemed to mock 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