I have tested different scenarios:
height of 1 pixel, 0 pixels, fill parent, automatic and they all seem to work properly for me.
If normal behavior is for an empty label set to automatic to take up x pixels in height then nothing is wrong here.
You can set Label1's Visible to false or Height to 0 to get the desired effect you are suggesting, I think.
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Scott