Hippopotomonstrosesquippedaliophobia is indeed the fear of long words, often cited as an ironic example because the word itself is very long. The name combines hippopotamus, monstrous, and sesquipedalian (meaning 'using long words'). It's a legitimate recognized phobia, though often used humorously.