The world outside seemed to be holding its breath. The air hung thick and heavy, charged with the scent of damp earth and broken wood. James stood, rooted to the spot.

His palms were slick with sweat. He should go see if Mr. Gable was alright, but he couldn't. Each muscle in his body felt tense, like a coiled spring.

He closed his eyes for a moment, trying to gather himself, to find the courage to move. But the image of the fallen tree, lying across the roof, flashed behind his eyelids.

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