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Samplers Folder

This folder contains candidate proposal strategies.

Files

• base.py Shared helper functions and common sampler behavior.

• random_local.py Baseline local sampler around the current steering state.

• exploit_orthogonal.py Mixes exploit-style movement with orthogonal exploration.

• uncertainty.py Uncertainty-guided proposal strategy.

• __init__.py Package marker.

Role in the system

Samplers decide which candidate steering vectors are shown in the next round. They do not render images or update state.