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