The letter lay on the doormat, crisp and official. Sarah picked it up, her fingers numb. It detailed the condo conversion. She retreated inside, locking the door. The sound of the latch seemed to echo in the sudden quiet.

Her mouth felt dry, her heart was a runaway train. She sat on the couch, unable to move. The familiar patterns of the wallpaper seemed to shift and warp, reflecting her inner chaos.

She clutched her chest, trying to calm the erratic beats. She knew she had to do something, but all she wanted was to curl up into a ball and disappear. The walls began to close in.

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