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