Direct Transit visa, stay in hotel?

I'm travelling with my infant and wife with Sri Lanka passport (Lax -Shanghai- CMB). I believe that we'll qualify for Direct transit policy. But question is, am I able to go out to stay in hotel? Do i need to apply the Temporary Entry permit, well in advance or we can get it at the airport? (Basically we want to take some rest, since travelling with kid)