The afternoon sun streamed through the dusty windows of the spare bedroom. Liam felt pinned. He had agreed to help his grandmother clear out the house after his aunt’s passing. He found a trunk. His mother’s things.

He sifted through the neatly organized files. Schoolwork, from his earliest scribbles to his high school graduation essay. He recognized his own handwriting, the messy loops and flourishes of his youth. A flicker of discomfort stirred in his stomach. Each page, a ghost of a memory.

He pulled out a math test, marked with a large, angry "F". He remembered the shame, the frustration. He crumpled the paper in his fist, his knuckles turning white. He tossed it aside and stood up quickly. The room seemed to shrink. He had to get out. He needed a drink.

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