There's a setting at Tools > Options that says something like "Display dimensions normal to screen". (I'm at home now and don't have SW here, so I can't tell you the exact wording or post a screenshot.) That should take care of the orientation.
For the blue dimension, it looks like it's blue because it's selected. Clicking away from it should turn it black like the others.