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