[Why's Julian apologizing to him...... Sousei's the one being a dick here.]

If they are not here, they are likely outside of the game. This is not necessarily real, but rather a false reality of sorts. Once our objective has been completed, we will be able to return to the actual city.

Your clothing may be there, and if it is not, you will be able to easily obtain more.