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