lying on one's back
Strangely, I have never been able to sleep well while lying supine.
supinus (bent backwards, thrown backwards, lying on the back, inactive, indolent) (Latin)
remove 'u' from supine and you get spine which means lying on your BACK facing upward. THINK OF SPINAL CORD (SPINE) to remember supine