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