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