Thing is, Andrew probably already likes the Master for who he is, he just doesn't like what the Master does.

"No you wouldn't," the Master answers with a bit of a smirk, calling him on his lie. Honestly, staging escapes and break-ins and mayhem is part of the fun. And the part of James that frets and worries about things going wrong, well, it's not the Master.