The tremor in Amelia’s hand nearly caused her to spill her tea. She sat at her kitchen table, staring out the window at the scaffolding that was climbing the side of the house next door. It had only been two days since the renovation started, but it felt like a lifetime. Her normally neat house felt suffocating.

She found herself checking the clock every few minutes, counting down the seconds until the crew took their lunch break. The incessant banging and drilling was like a relentless tickle, a constant irritation that wouldn’t go away. She kept making lists and re-writing them, unable to focus on anything. Every creak of her own house had her jumping, certain some aspect of the renovation was to blame.

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