The expression "meanie" is generally NOT used for serious actions.
It is often used when people don't go along with what you want to do.
For example, your friend says that they have to leave the party and if you want a ride home you have to come NOW.
You might say, "don't be such a meanie, can't we stay another 10 minutes".