The note, slipped under the door, was curt and condemning. "Excessive noise. Address the issue." The words swam before Maya's eyes. She crumpled the paper, her stomach churning. She rushed to the window, glancing at the empty street. It was late; the streetlights were casting long shadows.

She felt the prickling of goosebumps on her arms. Every single thing, the chirping of crickets, the rustle of leaves, everything now seemed menacing. The world felt wrong. She spent the next hour pacing, heart hammering against her ribs, listening for footsteps, for anything.

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