Global Evolutionary Steering: Refining Activation Steering Control via Cross-Layer Consistency
Researchers propose Global Evolutionary Refined Steering (GER-steer), a new training-free framework for controlling Large Language Models without fine-tuning costs. The method addresses issues with existing activation engineering approaches by using geometric stability to improve steering vector accuracy and reduce noise.