Rob of
Definition 1 of 2
Pro Tip 1/3Emotional Impact
Emphasizes the loss of something emotionally significant. 
The scandal robbed him of his dignity.
Pro Tip 2/3Abstract Loss
Used for intangible items, not just physical theft. 
The illness robbed her of the ability to sing.
Pro Tip 3/3Not Literal
Doesn't always involve crime; can describe unfair deprivation. 
The mistake robbed us of a clear victory.