Thanks everyone. I don't know if it's because I'm a perfectionist, but I pay attention to grammar. I prefer to be formal in my written and spoken English.

So, it's correct to say "I want to lie down". I know that the past tense of lie is lay. Lie and lay in my original post are both in the present tense.