The constant noise was a physical thing, a pressure building in her skull. Maria slammed the window shut, a futile gesture against the din. She felt a need to bite her lip, a habit she'd long tried to break. She sat at her desk, staring blankly at her computer screen. The words wouldn’t come.

Each loud clang from the construction site made her start, her breath catching in her throat. She got up, walked to the fridge, and drank a bottle of water almost immediately. She felt a growing need to avoid anything that could go wrong. The world seemed to be closing in.

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