Note: The CSS for this search box is contained within the Custom CSS toggle of the parent row. The height of the search bar is controlled by the padding around the button. At the top of the CSS you will see this variable:

:root {
–bb-search-box-3-size: .7em;

Adjust the em value. Increase to make the search box taller, decrease to make shorter.