The Doctor had arrived in a time he didn't like to visit so much, a time of great social inequality, poverty, hunger... He wished he didn't see reality sometimes.

Taking a few steps out of the TARDIS, a figure passes by him and he can hear a "GET THEM!", and many guards pass by him. Action. That's what he likes.

He starts running too, following the guards who were chasing you.