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