The key scraped in the lock, a sound that sliced through the pre-dawn stillness. Her fingers, slick with perspiration, fumbled with the knob. Inside, the house breathed a familiar, yet suffocating, scent of potpourri and old wood. She hesitated at the threshold, the bag slung over her shoulder feeling heavier than it should. Each floorboard creaked a warning as she crept towards her old room, the hallway seeming to narrow with every step.

“Sarah?” A voice, thick with sleep, rumbled from the living room. She jumped, her breath hitching in her chest.

"Just me, Mom," she croaked, forcing a smile that felt brittle. The light from the hallway seemed to mock her as she met her mother's questioning gaze.

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