RepBench: Compiling Benchmarks into Capability Representations for Large Language Models

Yanshi Li, Xueru Bai, Shuman Liu +1

Representation engineering reads and steers capability directions in large language models, yet methods are typically evaluated on paper-specific synthetic data. The resulting meas…