Regular links should be left unchanged, but these anchor links should look like regular headers unless hovered. It's common practice for this kind of feature. Leaving it as the default link color would not only change the colour design of the site, but headers with and without anchor names would have different colouring (which looks rather arbitrary).

I'll add a comment.