The silence in the office was deafening. John drummed his fingers on the desk, a restless tattoo against the quiet. The air conditioning blasted, but he was sweating. He kept glancing at the door, expecting, dreading, the arrival of David, the new team lead. David's salary was astronomical.

He'd spent the morning staring at the spreadsheet, the numbers blurring. He’d meticulously reviewed his own performance reviews, searching for some clue, some rationale for the discrepancy. He found nothing. He felt the familiar anger bubbling, a hot, bitter taste in his throat.

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:
πŸ˜–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