Yes, this is specified in the development plan under one point as follows:
"Living rooms must be oriented towards the noise-protected side."
I originally had the same problem on the upper floor as well. There I swapped a children's room and an office so that the non-permitted room became an office. That was then approved. So they do actually differentiate.
I received the following justification from the building authority:
"The textual stipulations define that living rooms must be oriented towards the noise-protected side. Based on the justification of the development plan and the noise protection report, the stipulation has already been relaxed insofar as it applies not to living rooms but to sleeping and resting rooms, and as long as at least one window of the affected sleeping or resting room is oriented towards the noise-protected side, the stipulation is considered fulfilled. A further relaxation or exemption from the stipulation is not possible."