The small coffee shop felt suddenly stifling to Michael. He rose abruptly from his table, knocking over the chair. He felt like he couldn’t breathe. He'd been excitedly reading the news article detailing the plagiarism charges against his literary hero, Charles Beaumont. He could not collect himself.

He strode outside, needing the fresh air. The world, previously bright, now seemed washed in a dull grey. He gripped the edge of the awning, knuckles white. The accusations were undeniable.

He’d spent years dissecting Beaumont’s novels, admiring his storytelling. He’d aspired to be like him. The thought now made him nauseous. He kicked at a loose stone. He felt as if something valuable had been snatched from him.

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