YOU SAID:
I went to the store for some milk.
INTO JAPANESE
牛乳を買いに店に行った。
BACK INTO ENGLISH
Went to the store to buy milk.
INTO JAPANESE
牛乳を買うために店に行きました。
BACK INTO ENGLISH
Went to the store to buy milk.
That didn't even make that much sense in English.