Sarah’s hands were clammy as she clutched the class list. Mrs. Gable. That name, etched in looping cursive, sent a shiver skittering down her spine. The school hallway blurred; the bright posters seemed to leer. How could it be? Twenty-five years. Twenty-five years since the cold knot of anxiety took permanent residence in her stomach during Mrs. Gable's lessons.

The knot tightened. Her daughter, Lily, skipped ahead, oblivious. "Mom, are you coming?" Her voice was bright, full of untroubled joy. Sarah forced a smile, her throat tight. She imagined Lily, her own sweet girl, facing the same withering glares, the same impossible expectations.

That night, she found herself staring at the ceiling, unable to sleep. The shadows in the room seemed to stretch and twist, echoing the anxieties of her youth. Every creak of the house was a phantom footstep. She hadn't been able to sleep well in years, but this felt different.

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