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