One vertex per element, one color per generator, with an edge from x to x·s.
(2,4)(5,6,9,8)(7,11,12,10)(13,14)(15,20)(16,25)(17,24)(18,19)(21,27)(22,28)(23,26)(31,37)(33,41)(35,38)(36,40)(5,6,9,8)(7,10,12,11)(14,19)(15,23)(21,25)(22,24)(29,30,34,32)(31,38,37,35)(33,36,41,40)(39,44,43,42)(5,7,9,12)(6,10,8,11)(13,15,18,23)(14,20,19,26)(16,24,27,22)(17,21,28,25)(29,31,34,37)(30,35,32,38)(33,39,41,43)(36,42,40,44)(1,2,3,4)(5,8,9,6)(7,11,12,10)(13,16,18,27)(14,21,19,25)(15,24,23,22)(17,20,28,26)(29,32,34,30)(31,38,37,35)(33,40,41,36)(39,44,43,42)(13,17,18,28)(14,22,19,24)(15,21,23,25)(16,26,27,20)(29,33,34,41)(30,36,32,40)(31,39,37,43)(35,42,38,44)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.