Sentence: I took the water bottle out of the backpack so that it would be lighter.
 Reason: The 'it' refers to the backpack because Taking the water bottle out would make it more handy as oppose to having no effect on the handiness of the backpack. 
 Question: Is the above reasoning correct or wrong? 