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