The music blared from the house next door, a relentless thumping beat that vibrated through the floorboards of her own home. It was the afternoon of her birthday, and the neighboring party hosted by her former best friend, Jessica, was fully underway. Her own small gathering was planned for tonight.

Her hands trembled as she arranged the cupcakes she had baked. The frosting smudged, and she cursed under her breath. Everything felt wrong, off-kilter. She kept imagining Jessica, laughing, surrounded by friends. She imagined them comparing the two parties, measuring them against each other.

She glanced at the mirror. Her face was pale, her eyes wide and haunted. She couldn't shake the feeling of being watched, judged. She wanted to scream, to lash out. But she simply finished arranging the cupcakes, each one a tiny act of defiance in a world that felt determined to diminish her.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283