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