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