I think a stoner is someone who likes to get stoned.

Unfortunately and stereotipically speaking, the word is indeed not so honored by the pot smoking community. I say next time somebody calls you a stoner to bring you down; start throwing stones at them 'til they bleed. Then ask them, how it feels to be stoned by a stoner. Them command them, to never call you a stoner, ever again!