One vertex per element, one color per generator, with an edge from x to x·s.
(1,2)(3,4)(6,9)(7,10)(11,12)(13,14,18,24,19,25,34,41,20,26,32,39,16,22,17,23)(15,27,30,38,28,40,29,42,31,43,33,21,35,37,44,36)(5,6,10,12,8,11,7,9)(13,15,19,35,20,31,16,28)(14,21,25,42,26,38,22,36)(17,33,18,29,34,30,32,44)(23,40,24,27,41,37,39,43)(2,4)(13,16,20,19)(14,22,26,25)(15,28,31,35)(17,32,34,18)(21,36,38,42)(23,39,41,24)(27,40,43,37)(29,33,44,30)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.