Dear Amazon,
Yep, that was the problem. I was running PHP 5.3. With the latest update of Link Builder (1.5.0), I was getting a fatal error.
After I updated my PHP to 5.6.0, I was able to activate the plugin without any problem.
Thanks for getting back to me on this!