Hardware support for virtualization is actually one of the main things driving huge pages. For a TLB miss in a guest, you end up doing a nested page table walk. This is much more expensive with 4 KB pages (i.e. as opposed to 2 MB).

Short answer: huge pages are a big win for virtualization.