How do you apply taxes to only one state only (in the US)

I have defined the location for the US (including all the states) but I want to apply tax only for one state. Do I have to define this specific state as a separate location then apply taxes?

Yes, this individual state will become a seperate “Location”, then you will assign the desired tax rate to this state.