Your 401k comes out pre-tax on your paycheck unless you deliberately enroll in the Roth, effectively reducing your taxable income. The money is taxed when you withdraw it.
I'm unsure about reporting.
When you leave Target you can either keep your money in their 401k (although I don't think...