You can escape apostrophe with backslash:
<%= text_area_tag 'store', '', class: 'form-control', placeholder: 'Please enter the store\'s address' %>
or use string literal with quotation marks:
<%= text_area_tag 'store', '', class: 'form-control', placeholder: "Please enter the store's address" %>