Liam was on his hands and knees, methodically scrubbing the kitchen floor. He hadn't stopped since reading the manuscript. The book had filled him with a strange, agitated energy. His movements were frantic.

He scrubbed and scrubbed, the sound of the brush against the tiles filling the apartment. It was a physical outlet for the tension that had knotted itself in his stomach. He didn’t know how to face her, how to process the information, the betrayal.

The door clicked open. He froze. Every muscle in his body stiffened. He didn't look up, just kept scrubbing, waiting.

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