You can resize the component in layout mode if you're creating your own AF template. Also, if you're using the OOTB template then you can resize the logo in style mode.
@nowackem Create a forms theme and map it to a template. Go back to the theme editor you created earlier, select the logo in the header, and change the size attribute. All forms using the template will be changed.