He’d driven past it a hundred times, always meaning to go, always putting it off. But *this*—this was the universe playing a cruel joke. He’d finally made a reservation for next Saturday, to celebrate his new job. Now, according to the website, Al Fresco’s was shutting down.

He felt a sudden, inexplicable anger. He’d delayed, and now he was being punished. He’d been denied the chance! His knuckles whitened as he gripped the steering wheel.

He slammed on the brakes, did a quick U-turn, and headed toward the restaurant. He had to see it. He just had to see the evidence of this… this injustice.

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