"Excuse me," Clara said, her voice tight, to the waitress. She had just finished a meal at a highly-rated restaurant, a meal that tasted suspiciously familiar. The dessert menu item, a "Hazelnut Heaven Torte," was identical to a recipe she’d created and shared online years ago. Her breath hitched.

Her pulse quickened. She felt a heat rising in her chest. She had even taken a picture of hers! She struggled to keep the tremor out of her voice. She felt exposed, vulnerable, as though someone had taken a piece of her and paraded it for all to see.

She stared down at the half-eaten torte, the beautiful layers mocking her. She stood up abruptly. She needed air, to be away from this place.

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