See growth investor. A Growth Fund is just an agglomeration of a bunch of growth stocks. Or at least what the manager who put the fund together perceived as being growth stocks. AOL was a growth stock for a decade. A lot of people thought it was a growth stock in 1999. But then it turned out that it was a shrinkage stock. Who knew?