这里lie down是名词，通常应该带有连字符 lie-down。

牛津：[singular] (British English, informal)

a short rest, especially on a bed

I’m going to have a lie-down before dinner.

所以，before I go for a lie down = before I go for a lie-down = before I go for a short rest.