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Privacy
Personal Space
Often refers to physical space around a person that they don't want others to intrude. 
Emotional Solitude
Used when someone wants to be alone with their thoughts or feelings. 
Unwarranted Intrusion
Emphasizes disapproval when someone enters a private space without permission. 