The drive to the therapy office was a blur. She kept replaying the events in her head, trying to rationalize it. He’d been a child, too. But the sting of his actions, the humiliation she had endured, still burned. And now, she was supposed to trust him?

She pulled into the parking lot, the asphalt hot beneath the summer sun. The building loomed before her, and she felt a wave of nausea wash over her. She sat in the car, her hands gripping the steering wheel. Her knuckles were turning white. She started the engine and put the car in reverse, but then quickly switched it to park. This was insane.

She finally took a deep breath.

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