Means your excited, basically. If you use it, you just sound gay.
also, "stoke" - verb - one can "stoke" oneself out by facing challenges or by revving up an engine within oneself to accomplish that which one desires.
*being too stoked just means that you're still not stoked enough*
"Perchance you'd like to stoke yourself out and ask that girl out!"