The Warriors beat the Storm 18-14 at the same venue earlier this season, one of only two teams to down Melbourne on their home soil in 2011.
Overall, Melbourne's record is 14 wins from 28 games against the Warriors, the most memorable loss coming in the 2008 qualifying final when the eighth-ranked New Zealanders upset the minor premiers.
Bellamy believes it is this match that the Warriors have built their reputation on as the Storm's hoodoo side.
"I don't think it's quite as bad as you guys [in the media]) make out," Bellamy said.
"I think a lot of it goes back to 2008 when they beat us here.
"Everyone seems to think they've got the wood on us but this year it was 1-1, last year it was 1-1, the year before we only played them once and we won that ... I don't think there's a whole lot in it but if you want to make a story of it, off you go."
Bellamy put his side through a telling training session on Saturday to make sure they had their "game heads" on.
He said the break had been good for his players after a disappointing end to the regular season, with two losses.
- AAP