The dust was the worst. It seeped under the door, a fine, insidious powder that coated every surface. She rubbed her eyes, feeling the grit scratch against her corneas. The noise was relentless, a constant barrage of hammering and sawing that made her head ache.

She avoided the window, afraid to see the chaos unfolding next door. She'd caught glimpses of the demolition, the ripped-out walls, the exposed studs. It was a terrifying spectacle of vulnerability and change. She pulled the curtains shut, hoping to shut out the world.

“Are you okay, Mom?” Her son, usually boisterous, spoke in a quiet voice. She nodded, forcing a smile. She didn’t want him to pick up on her…her tension. She felt brittle, fragile, like she was about to shatter. She hugged him close, taking comfort in his warmth.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294