“Why?” The word escaped her lips, a quiet plea lost to the breeze rustling through the remaining trees. She hadn't slept well the night before, and the lack of rest made everything worse. Each shadow seemed to lengthen, becoming threatening. She felt a tickle in the back of her throat, a prelude to a cough.

She took a shaky step forward, then another, the gravel biting at the soles of her shoes. Her gaze was fixated on the desolate spot. A wave of nausea washed over her. She gripped her hands together, a desperate attempt to find some semblance of control.

Her whole body felt cold.

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