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