This sounds to me like a question that could be answered using Universe Sandbox.
So, loading up the default solar system, here's Earth:
(note the temperature and gas pressure maps on the left)
Now, lets delete the Sun:

I'm setting the sim speed to 1 hour/second, so that I can see what's going on. Aaand hit play.
... it's much slower than I expected. I'm pretty sure the temperature sim was not meant for this, because after one simulated month, the average surface temperature has only dropped by about 2.5 °C. That sounds very wrong. (There is unfortunately no option to show the atmosphere's temperature.)

So ... the only significant difference is a slight temperature change, and (if you look at the liquid depth map) most of the northern hemisphere has been covered in a few millimeters to centimeters of liquid (maybe this is actually the atmosphere?). But gas pressure still looks mostly normal. Maybe I should file a bug report.