Why are apps taking up more space?
The extra space is taken up by system apps so you will always see this difference. Once you root your phone and install app like Titanium backup then you can delete some of the pre packaged apps which can't be deleted otherwise.

Caution: Don't go on deleting system apps as you may face random crashes while using your phone.