Travelling from London to Phuket via Beijing

Hi I am Pakistani National and a united kingdom resident travelling to Thailand on Pakistani Passport and my connecting flights have 8 hours in-between . Rest of my family are all British. Would I be able to get a transit visa and how do I apply for it. Just wanted to see Beijing for the few hours I am going to be there.
Thanks
Adnan Omer