The courtroom felt suffocating, even with the windows cracked open. Liam drummed his fingers on his knee, the rhythmic tapping a frantic counterpoint to the slow, deliberate words of the judge. His sister, Chloe, sat beside him, her face a mask of placid indifference.

He picked at a loose thread on his jacket. He had an awful feeling that this day was going to define the rest of his life. He found himself wishing his parents could see the mess they had left behind.

The will was read. Chloe, the responsible one, inherited their parents’ valuable art collection. Liam, the 'artist', got a rundown studio apartment and a box of old sketchbooks. He felt a wave of nausea wash over him. A folded piece of paper was then produced, with another will! The "real" will, with a new inheritance for each of them.

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