He stared at the screen, the cursor blinking mockingly on the blank document. He could hardly bring himself to look at the article. The joy he’d felt when he'd first seen it, the relief, was instantly replaced by a tight, suffocating panic. It was a perfect piece. His piece. Now, under a different name.

The room was too hot. He needed to be cold. He rose abruptly, went to the fridge and poured himself a glass of ice water, but didn’t drink.

He ran a hand through his hair, leaving it a mess. He felt a constant tension in his jaw, as if he was grinding his teeth. The urge to smash something was overwhelming. He sat back down but knew he wouldn't be able to stay.

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