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