Rain lashed against the windows of the manor house, mirroring the storm brewing inside Emily. She tapped a pen against her teeth, the repetitive rhythm a frantic counterpoint to the lawyer's slow, deliberate speech. Her brother, George, stared out the window, his expression unreadable.

She couldn’t stand the silence. She needed to know what would be. The ornate room, once filled with the warmth of her parents' presence, now felt cold and empty. Her stomach was in knots.

The will was read. George, the eldest, inherited the family business, a prestigious law firm. Emily, the youngest, received a small trust fund and their father’s library. But there was also a leather-bound book with a hidden compartment, holding a key and a cryptic message that would lead them to an old family secret.

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