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