The room is red and black (black, itself, is another popular Poe symbol -- we see it in "The Raven" with the black raven and "The Black Cat" with the titular cats), and it too symbolizes death. The clock, here, also symbolizes mortality and reminds people of their own eventual deaths, which are inescapable.
