It might be that this particular 3.1 floppy isnt bootable. Which one of the set are you trying? Do you have another disk to try?
Try this: When you power-on the amiga, press both mouse buttons. You'll see the early startup menu. Check there that DF0: (the internal drive) is present, and that it has a lower boot priority than the hard drive.