The local art fair was usually a joyous occasion for Maya. Today, however, the joyous atmosphere felt like a mockery. Her meticulously crafted ceramic sculptures were scattered around a booth, labeled with an unfamiliar name. Someone was pretending to be her.

She approached the booth, her palms slick with sweat. The woman behind the table met her gaze with a bland, almost defiant stare. Maya felt a tremor in her hands.

“These… these are mine,” she managed, her voice barely a whisper. The other artist simply shrugged, a subtle tightening around her mouth the only sign of… what? A secret pleasure? Maya swallowed hard. The light seemed to dim around her.

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