Pranks can be pretty fun, but there's a fine line between "harmless fun" and bullying. Everyone's opinion on where that line is differs, but personally, if you know that there is zero chance of the victim laughing along with you afterwards, you've probably crossed that line.
Also, if the person being pranked is never let in on the joke and made fun of behind their back for falling for it, it's bullying. Full stop.