The taste of coffee was acrid on Emily's tongue. She stared at the overflowing trashcans outside the house of Mr. and Mrs. Davies. They were always meticulously neat, always polite. Now, she was privy to their excess: discarded champagne bottles, high-end food containers, and designer packaging. Her knuckles were white from clenching her coffee mug.

She had to remind herself to breathe, to slow down her thoughts. She felt a pressure behind her eyes, the familiar sting of anxiety. She felt like she was trapped in a box.

She dropped the mug, shattering it on the kitchen floor. The sound startled her, and she flinched. She didn't bother to clean up the mess.

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