Mine was always accompanied by the sensation of being watched. I could 'see' where the watching was happening, but not the actual thing watching me.

Also always accompanied by fear.

I believe sensation of a presence in the room is very common in sleep paralysis.

Interestingly the belief of what the presence is has changed with culture. It used to be demons, now it is more likely to be aliens.