Enormous text size in Windows 8.1 Metro Apps

Today I updated to 8.1. I like most of it, but my metro apps text are way bigger than before. My laptop screen is a 13" full HD, so it makes me suspect that the problem might have to do with new scaling for high density small screens.

Any idea on how to fix this?