The word, much like 98 Degrees, was only popular during the nineties. At the time, it meant "to be excited about something".
Bob: I am so stoked that we got tickets to see 98 Degrees!
Tom: I sincerely hope for the sake of our friendship that your play is to score with the countless hot girls there.