Clara drummed her fingers against the countertop, the rhythmic tapping a frantic counterpoint to the silence of the kitchen. Her father was at work. The house felt too quiet. She'd been rummaging through the storage closet, trying to find her old art supplies. She’d stumbled upon a box labelled, in her mother’s familiar script, “Clara's Treasures.”

Inside were stacks of construction paper masterpieces, report cards, and handwritten notes from teachers. Each item, a tiny monument to a version of herself she barely recognized anymore. She picked up a drawing of a horse, the paint strokes still slightly raised. Her stomach clenched. A cold sweat prickled at her temples.

She flipped through a faded math test, the red markings a stark reminder of her struggles with fractions. A sigh escaped her, a sound almost of despair. The weight of all these memories pressed down on her, suffocating. She slammed the lid shut. Too much. She needed air.

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