The doctor’s office felt airless. Amelia clutched the file, the flimsy paper crinkling in her grip. "A history of extreme weight fluctuations and a dependency on… what? *Steroids*?" The doctor had been perfectly polite, but the curve of his lip as he’d asked about the medication was a knife twist. Her jaw clenched. She knew her cholesterol was a bit high, but steroids? She'd barely lifted a weight in her life. This wasn’t her life, this wasn't her body. She imagined the real patient, a hulking figure, probably.

She practically ripped the file from her hands as she left the office, the door slamming shut behind her. The receptionist, mid-phone call, jumped. Amelia ignored her, power-walking to her car, hands balled into fists. The parking lot shimmered in the late afternoon sun, a mocking display of healthy activity.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217