I went to immigration website and got the phone number of the Chinese consulate here in the US. I called and speak with the consulate rep. After explaining my pupose to visit in HK, she told me that in order for me to get a month visa for HK with a Phil passport I can apply a visa here in the US. However, she said that it may take 5 days to 2 weeks because they still have to wait the approval from HK immigration.
My other concern is that I live in Atlanta and the closest Chinese consulate is in Washington DC which is a long drive plus expenses, I can fly but I don't think its worth the hassle at the airport with the airport security the line is about a mile long to search the passengers.
So I guess I have to try my luck with a 14 day stay without visa and apply from there. Will show them my net worth and hopefully this will solve my problem.