That's really great, thank you. It's Ubuntu 14.04 LTS - fairly vanilla install. Not much that could conflict with it.
That's essentially what we develop on and have already have a VM for it.
Can you try running from the command line?
Just navigate to the unzipped archive in a terminal and issue this:
./Stealth\ Qt
Then post your output.