“Are you sure this is alright?” Claire asked, her voice high and thin. She watched the workers maneuver the large panels into place, a knot forming in her stomach.

Her neighbor, Mr. Peterson, simply shrugged. He clearly didn’t understand the issue. Claire knew, somehow, that this was going to ruin everything. The perfectly manicured garden she had spent years creating was going to be changed forever.

She began picking at the skin around her nails, the rough texture offering a brief moment of comfort. She knew she had to say something, but the words were trapped in her throat.

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