Possibilities:
Lift the runners
Deepen the seat base
Put something on top.
I like Jerry's idea of deepening an existing seat base. Won't slide around, will look good, and easy to revert. DIY or Oxted or Soft Bits for Sevens.
It would be great if you could post some photos when it's done.
Jonathan