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)(13,14,20,26)(15,27,31,40)(16,32,35,43)(17,36,38,44)(18,25,19,24)(21,30,41,29)(22,28,39,34)(23,37,42,33)(1,2,3,4)(13,15,18,29,20,31,19,30)(14,21,24,27,26,41,25,40)(16,33,34,38,35,37,28,17)(22,42,32,44,39,23,43,36)(5,7,8,12)(6,9,10,11)(13,16,19,28,20,35,18,34)(14,22,25,43,26,39,24,32)(15,17,29,33,31,38,30,37)(21,36,27,42,41,44,40,23)(2,4)(13,17,20,38)(14,23,26,42)(15,28,31,34)(16,29,35,30)(18,37,19,33)(21,39,41,22)(24,44,25,36)(27,32,40,43)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.