1. Do you love singing as well?

2. Don't you love singing as well?
3. Do you love singing, too?
4. Don't you love singing, either?
------------------
Which one is ungrammatical? Can 'as well' be used in a negative sentence?

All are correct, but #2 wouldn't be used very often. It all depends on the context.