The tightness in Maria’s shoulders was a physical ache. She perched on her porch swing, fiddling with the frayed edges of a blanket. The new landscaping at the Johnsons' house shimmered in the late afternoon sun – perfect, manicured, and utterly alien to her. She hadn't spoken to them in years, not properly. They were always polite but distant.

A sleek black car purred into their driveway. A man, impeccably dressed, emerged, followed by a woman with an enormous handbag. Their laughter carried on the breeze. Maria felt a sudden wave of nausea.

She got up and walked back inside, the slam of the screen door echoing in the sudden silence. The air in her small kitchen felt thick, stagnant.

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