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