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