Hi Koen,
You’ll need to write custom CSS to get the icon functionality. If you are uncomfortable writing code, you can also purchase the pro version which allows you to generate icons with hover states using color pickers.
https://www.evan-herman.com/wp-svg-icons-pro/
https://www.evan-herman.com/wordpress-plugin/wp-svg-icons/
Thanks!
Evan