Quite ironically it is a play on "I fear the Greeks, even those bearing gifts" from Virgil's Aeneid and one would generally have to be quite clever (or geekish) to know that. A phrase common among public school chaps in England.
normal person: Ok, right
geeks: (chanting) join us, join us...
other normal person: I fear the geeks!