Would the title A Separate Peace be underlined or in quotations in a literary response essay?

If you are writing it out in longhand or on a typewriter, it should be underlined. Quotations are used for names of briefer pieces, like articles, poems or songs. If you are typing it on a computer, the title of a book should be placed in italics. Underlines are reserved for hyperlinks.