There isn’t a theme option for this. You’ll need to find a free icon image and use a Graphene Action Hook widget area to add the appropriate HTML to your posts and pages.
BTW, it’s best to use a contact form, rather than a direct email link, unless you like lots of spam. You could link the email icon to your contact page.
Moved to Support. Please post in the correct section next time.