He felt a knot in his stomach the moment he heard the barking. Michael slammed his book shut, the sound echoing in the sudden silence. He’d been trying to concentrate, but his thoughts kept drifting, always returning to the weight pressing down on his chest.

The back gate squeaked. He knew, he just knew. He rose from his chair, a slow, deliberate movement. His palms were slick.

He saw the border collie bounding across his meticulously kept rose bushes. Michael's teeth ground together. He muttered something under his breath. He had to keep calm, he thought.

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:
πŸ˜–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