The spreadsheet practically vibrated in Sarah's hands. It wasn't the numbers themselves, the cold, hard figures, that caused the tremor. It was the name. *Mark Olsen*. Beneath his name, the salary. Higher than hers. She reread the document, the fluorescent office lights seeming to hum a mocking tune.

Her jaw clenched. She glanced at the clock. Five-thirty. Mark usually left right at five. She'd have to catch him tomorrow. He was always so breezy, so eager to please. Now, she felt a tightness in her chest, a burning sensation creeping up her neck.

She shoved the paperwork back into her desk drawer, slamming it shut with more force than necessary. The sudden noise startled her, but it did nothing to soothe the knot twisting in her stomach. She needed to get out of there. Now.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203