The late afternoon sun cast long shadows across the driveway. Sarah clutched her keys so tightly they were digging into her palm. The space where her Corolla usually sat was vacant, a gaping hole in the familiar. A cold trickle snaked down her spine. Her breath hitched. She scanned the street, then the surrounding houses, as if expecting an immediate threat. Her heart hammered a frantic rhythm against her ribs.

A wave of dizziness washed over her. She stumbled back towards the porch, her legs suddenly heavy. The only sound was the rustle of leaves in the wind, a sound that now seemed sinister. Her gaze darted from side to side, as if expecting someone to leap out from behind a bush.

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