I notice you say that you aren't over-watering, but the only thing your description brings to mind is the classic 'damping off'. It doesn't literally mean the seedlings are too wet, it's a fungal disease. Check out this link, and don't let it get you down.
http://www.thompson-morgan.com/facts...g-off-disease/ Happy gardening!
