The email arrived like a cold shock. A picture of the house. Clean, bright, staged for sale. A knot formed in Emily's stomach, twisting and churning. Her fingers tightened around her phone.

She felt a sudden urge to clean. To scrub, to organize, to force order onto the chaos she felt blooming inside. The thought of the mess in her own apartment – the clothes piled on the chair, the unwashed dishes – filled her with a sense of dread.

She walked to the kitchen and grabbed a cleaning spray, spritzing a counter with too much cleaner. Her hand shook as she wiped, the metallic tang of the cleaner the only thing grounding her to the present.

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