正常语序是
I looked in my aunty last night.
一般疑问句
Did I looked in my aunty last night?
主语是I,所以是Do,但因为是过去式,要把Do 改成Did.
但凡是Do、Did、Does 后面的动词,都是跟动词原形,不需要过去式了