The forest was silent, eerily so. The sunlight filtering through the leaves cast long, dancing shadows. "You swear the footprints were there, James?" Michael asked, his voice barely a whisper. He kept glancing over his shoulder.

James, his face pale, nodded firmly. β€œYes. We both saw them. Leading away from the cabin.” He shivered. The air felt heavy, oppressive. He ran his hand through his hair.

Michael's boots crunched on the fallen leaves as he paced. The shared memory of a visit to a remote cabin, and the unseen threat they believed had been present there, had become a source of profound unease. Every snap of a twig, every rustle of leaves, made him jump.

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