I've seen this act from my nephews and nieces. If the baby is used to being held all the time, it will look for that.
This may sound cruel and I can't probably do it but I've seen that as long as the baby is fed, dry, and rested, you can let the baby cry. Leave the baby alone for 20 minutes. Over time, it will stop crying :)