Hello! This sentence is correct. It is a complex sentence with the independent clause being "You love her" and the dependent clause being "you always have". The independent clause can be a complete sentence on its own but the dependent clause needs the other part of the sentence to complete it as it is giving more information about the independent clause.

Yup, pretty much. You love her (now, continuously), you always have (well, you always loved)