The coffee tasted like ash in Amelia's mouth. She set the mug down with a clatter, the sound too loud in the quiet office. Her hands were clammy, slick against the ceramic. She kept checking the clock. Every five minutes. The fluorescent lights hummed, a relentless, irritating buzz that seemed to burrow into her skull. She swiveled in her chair, pretending to examine the view, but really, she was watching the new hire, young Daniel. He bounced as he walked, whistling a cheerful, oblivious tune.

She remembered the meeting from last week. The budget. The salary figures casually dropped by HR. Daniel's number. It hadn’t made sense. Not after her five years of loyalty, of late nights, of taking on extra projects without complaint. Her jaw clenched. She needed a cigarette. Now.

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