Updated to Chrome 37 which enables DirectWrite for smoother/better fonts, and there's some kind of bug with the Verdana font with the underlines being too close to the letters.
https://code.google.com/p/chromium/i...tail?id=394662
Just in case anyone else updated and wondered why things looked weird.