Couldn't agree more with Thomas! For example, why don't we try to think it in a positive way (i.e. talk about remembering instead of forgetting). It looks it may convey more the meaning of your own thoughts. So...it could be "En mi recuerdo, siempre..." It specifically refers to your lost friends.
