For anyone that has this question in the future, finally found the keystroke command for resetting your preset picture: have the shape you want it picked, click on texture in the windows on the right. Let it render then click cntl-shift at the same time. Your Preview now changed. Shame ive done about 1000 textures the hard way before finding this. It wont help you though if you moving to category folders, that still manual.