"Honestly, Liam, you can't be serious," Maya huffed, her voice tight. She gestured around the kitchen, her arm sweeping across the faded floral wallpaper and the cracked linoleum floor. The will had been read hours ago. She had expected to be given, or at the very least offered, the antique pie crust cutter that she'd admired since childhood.

Liam shrugged, a dismissive gesture that set her teeth on edge. He was always so indifferent. "What? The house is the important thing. The pie crust cutter is, what, five dollars?" He’d always been a philistine, devoid of a drop of sensitivity.

Maya’s hands balled into fists. She turned away from him, the room suddenly feeling oppressively small. She focused on the chipped paint on the windowsill, desperately trying to keep herself composed. She didn't want to show her brother her true feelings.

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