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