The knock echoed, brittle and sharp against the quiet afternoon. Sarah pressed herself back into the sofa, the floral cushions digging into her spine. Her heart hammered against her ribs, a frantic bird trapped in a cage. She peeked through the blinds, her breath catching. Mr. Henderson, his face a mask of practiced neighborliness, stood on the cracked paving stones. The message he delivered, about the oak encroaching on his garden, felt like a cold hand gripping her stomach.

The thought of that tree, its gnarled branches offering shade and sanctuary, being felled sent a shiver down her spine. Each leaf, each rustle, had been a comfort. Now, a deep, unsettling stillness threatened to replace it. She mumbled a vague agreement, her voice barely a whisper, hoping he wouldn’t notice the tremble in her hands as she closed the door.

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