Web font Style not working inside Button

For some reason i cannot get Bold style to work inside the button. I have case were button text should be bolded when you hover over it. Publish will only show the normal style and not the bolded version. I have tried with Lato and PS Sans font family.

Bold function works well when using static text but to save file size and publication time i would like to use web fonts.

Any Ideas?