As a more brute force method that I found worked for me:
First wrap the text inside the button in a span, and then apply this css to that span
var spanStyle = {
position: "absolute",
top: "50%",
left: "50%",
transform: "translate(-50%, -50%)"
}
*above setup for inline styling