Depends on what kind of evil.
Chaotic Evil would not give two flipping hoots about what other people think about him/her. Lawful Evil, on the other hand, will try to benefit him/herself by abusing rules. If that requires him/her to be loved by others, then so be it. Neutral Evil will make others happy only if it benefits him/her too, or if it is at no loss to him/her.