The envelope felt heavy in her hand. It was addressed to him, in her handwriting, and she had no recollection of seeing it before. Inside, she found a list. “Climb Mount Kilimanjaro.” “Learn to speak Italian.” “Leave everything behind.” A shiver ran through her, despite the warmth of the afternoon sun.

She sat on the park bench, the list trembling in her grasp. The sounds of children playing and birds chirping seemed muted, distant. The world started tilting around her.

Her palms felt slick with sweat. She had to sit down. The list seemed to expand, becoming enormous, obscuring everything else.

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