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