Roughly speaking, this is intentional (and how it works within Froala itself). It's similar to how other block formatting tags like headings work and in a sense, the way pressing enter in a list will trigger a new list item.
The general approach to maintaining this is shift-enter. (Or you can highlight multiple lines after the fact and it will go into one quote.)