"Mom, I can't," Lily whispered, her voice barely audible. The blueprints for the new development were spread across the kitchen table, obscuring the view of the house through the window. The plans showed a soulless, modern structure, replacing the warm, rambling place where she'd grown up.

Her palms were clammy, slick with sweat. She ran a hand across her forehead, pushing back a stray strand of hair. The air seemed to have thickened, making it hard to take a full breath. She imagined the bulldozers clawing at the walls, ripping away the wallpaper her dad had painstakingly hung.

Her mother's hand rested on hers, a gentle, reassuring touch. But it didn't help. The image of the destruction, the sound of the crumbling timbers, played on a constant loop in her mind. Her chest felt constricted.

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