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