Hi Chetan,
You can use the generate_element_display hook. Reference:
Here’s a code you may try:
add_filter( 'generate_element_display', function( $display, $element_id ) {
if ( 100 === $element_id && is_paged() ) {
$display = false;
}
return $display;
}, 10, 2 );
Replace 100 with the ID of your Block Element.
Adding PHP: https://docs.generatepress.com/article/adding-php/#code-snippets
Getting the Element ID: https://share.getcloudapp.com/YEuDdrnQ