The U-Haul rattled, a metal beast swallowing the last remnants of her independent life. Sarah’s hands, clammy and trembling, fumbled with the key. She dropped it, the metallic clink echoing in the unnervingly quiet suburban street. It took three tries to unlock the front door, each attempt leaving her breathless. Inside, the floral wallpaper, the smell of furniture polish, the sheer *normality* of it all – it was too much. “Mom?” she squeaked, her voice barely a whisper. Her chest felt constricted, like a vise was slowly tightening.

She found her mother in the kitchen, humming as she arranged a bowl of fruit. “Sarah! You’re here! Everything okay, dear?” Her mother’s smile, usually a source of comfort, felt like a spotlight, intense and unforgiving. Sarah forced a smile back, her mouth feeling tight and inflexible. “Yeah, everything’s fine.” The lie tasted like ash on her tongue.

The first night back, sleep proved impossible. She tossed and turned in her childhood bed, the springs protesting under her weight. Every creak of the house, every rustle outside the window, sent a jolt of pure panic through her. She was a child again, vulnerable, exposed. The world, once manageable, now felt vast and unknowable.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359