In pre 2017 Visual Studio:
Tools→Options→Productivity Power Tools→Other Extensions→Control click shows definitions in Peek
Adam Garner pointed out that in Visual Studio 2017, the location is:
Tools→Options→Text Editor→General→Enable mouse click to perform Go to Definition