When a girl says "I'm in bed" you know she just wants you to come over to cuddle! ;)

You're going to lie in the bed on your phone until you fall sleep

Right I'm going to bed is used when trying to tell a girl you like her and you've had enough of pouring your heart out.

It's used when you want to say it's your bedtime, that you are going to sleep now.