Lois was down on him because of what he is: a being with all of Superman's powers but without a human mind or conscience to guide him. Think of the times your own dog just gets scared or pissed off and might bite you. Now imagine him with heat vision that can liquify the Washington Monument.
Krypto IS a good boy.
Until the day comes when you get between him and his bowl or something he wants.