The world felt too loud. The constant pounding next door was a physical assault. Sarah huddled in her bedroom, pulling the curtains shut against the relentless sunlight. Her heart felt as if it had migrated to her throat, squeezing shut with every crash and bang.

She found herself constantly checking the locks on her doors and windows, even though she knew they were secure. Any unexpected noise sent her jumping, her senses hyper-alert. She stopped answering the phone, terrified of the unknown voice on the other end.

She considered moving, escaping the relentless construction, but the thought of packing and finding a new place just felt like too much. She’d always found comfort in routine, and the disruption was a constant source of disquiet.

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