Sam was un-complicated
Sam was new and didn't know her with not knowing her past or how frakked up that she was. Well, at first he didn't know and then he learnt but never waived from loving her
Plus she really did start off falling for him pretty hard and may have been cause of his falling for her, they fell for each other