Well, there is no option for that, but there is a way – with a custom CSS code.
[html].innericon:hover svg {
fill: #000 !important;
}[/html]
You can place this custom CSS code to the Theme Options -> Custom CSS panel input.
Also, don’t forget to change the #000 to the color code you want 🙂
