The fluorescent lights of the office hummed, a monotonous drone that did nothing to soothe the tremor in Liam’s hands. He’d just spilled coffee on the report, a consequence of Emily's sudden outburst. “Camp Clearwater? No way!” she'd blurted. He stared at the stain, a dark blotch spreading like a disease across the crisp white paper. The memory, a locked closet for years, threatened to burst open. He swallowed hard, his throat tight. He needed to escape, to put distance between himself and this revelation. He excused himself, citing a sudden headache, and retreated to the sterile quiet of the supply closet.

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