Currently:
NOT a favorite: filled heart
In favorites: empty heart

Imo it would be better to have an empty heart for "not favorites" and a filled heart for favorites (switch them).

So, if you like something it will be filled. If you don't like it, it'll be empty.

Or is there a reason for the current state?