○ 正解です。
'To' is used to explain a motive (動機) or reason with a verb.
For example : I go to school to study.
Why do you go to school? To study.
'For' is used to explain a reason or motive with a noun.
For example : I went out for dinner.
Why did you go out? For dinner.