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