The lawyer’s words echoed in his head, a relentless soundtrack to his mounting panic. He felt a need to move, to do something, anything, but his limbs were leaden. The notice crumpled in his grip, the paper feeling fragile and insufficient.

He stood in the middle of the kitchen, gazing out at the dreary street below. The distant rumble of traffic seemed to amplify the frantic pounding in his chest. His gaze lingered on the chipped paint on the cabinets. His mind raced, calculating, assessing.

He began to clear the counter in a frenzy of action, throwing things into the sink, the abrupt noise jarring him. He needed to think, to plan, but the anxiety kept tugging at the edges of his control.

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