The domain of artificial intelligence offers a mysterious puzzle. As AI models become increasingly complex, our perception of their inner mechanisms remains ambiguous. Experts are arduously striving to interpret the secrets behind AI's potentials, hoping to exploit its power for the progress of humanity. However, the path to completely understand