He paced the length of his cramped studio apartment, the worn floorboards groaning under his weight. Sunlight streamed through the dusty window, but did nothing to brighten his mood. He ran a hand through his already dishevelled hair, the movement a nervous tic. He felt trapped, his skin prickling, like he was constantly expecting a blow.

The email had arrived hours ago, a curt message from a lawyer. He reread the subject line, "Estate matters and family connections," the words twisted in his stomach. He was not prepared for this. He felt like his whole world was spinning.

He should have been in the mood to party. Instead, he felt… coiled.

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