In response to post #110907298.
It should be a 15% drop from all slimes. They should begin to drop them after seeing the first slime research event. Make sure you are using the most updated version.
If you still can't get it, then I'm not sure why since it happens reliably for me - feel free to just enter the following command into the smapi console to get one:
debug itemnamed slimegem