Tom Riddle was angry when he found out about his mixed heritage, and Voldemort basically denied it altogether. Later in life, he would present himself as a pure-blooded descendant of Salazar ...
There are some narrative parallels between Harry and Voldemort in the books, but Harry's actual fear about this is old news ...