The campus library had always been a haven, a place of peace. But now, amidst the hushed whispers and towering bookshelves, Ethan felt restless, like a caged animal. He couldn't concentrate on his studies. The words on the page blurred before his eyes.

He kept replaying the scene in the financial aid office, the stunned silence, the hushed apologies. His cheeks burned at the memory. The scholarship he had depended on was a clerical error, a mistake. The thought of losing it made his stomach clench.

He found himself constantly checking his bank account, bracing himself for the inevitable. The fear coiled tight in his chest. He was always on the precipice of something awful happening.

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