modify it using CSS, in Customizing your theme.
.woocommerce #content div.product p.stock, .woocommerce div.product p.stock, .woocommerce-page #content div.product p.stock, .woocommerce-page div.product p.stock { font-size: 1.20em; font-weight: bold; }