He would push her away, if he wasn't trying so hard to get away from her. This is not unlike Missy and he's... well horrified!

"ROSE! What the hell has gotten into you!?"

And the clapping stops long enough to get himself disentangled from her. Then it starts up again. And if Rose had wanted to scare the Doctor, she has. And he backs slowly away from her as if she is the most dangerous creature ever.

Once he feels he's far enough away, he turns and runs. He's used to running and hiding in the Castle, this will be an easy escape.