Mac Wont Start, " Folder with ? "

I just got a new iMac G3, The gel colored kind.

When i press the power i get the BONG, then a white screen for maybe 2 seconds. Then i get a folder with a flashing question mark and the " Finder logo ". Hopefully someone knows what i mean and can help. Thanks!