"John is typically thought to have been influenced by the Stoics, and their account of the logos as the active, rational force that pervades the universe is one of the classic references"...
An active, rational/logical force present or prevading nature is not John's Logos, who is personal, moral and acts on conscience (and sometimes defies logic). john's Logos is set apart from nature by His creating it.