How to show checkbox 'checked state' even after the form has been submitted

I have checkboxes in my rails app. In filling forms, a checbox changes color to blue when it is checked. After the form is submitted and the User tries to edit/update the form, the checkbox 'checked color(blue)' does not show even though it is checked.

How can I make the 'checkbox active class' show even in the edit/update page. This is a sample of my checkbox code

   <% Perk.all.each do |perk| %>
    <input type="checkbox", class="hidden" value="<%= perk.id %>" 
     name="job[perk_ids][]" id="job_perk_ids_<%= perk.id %>"/>
    <label class="category-choice" for="job_perk_ids_<%= perk.id %>">
   <% end %>

This is my js file

    $(document).ready(function(){
      $(".category-choice").click(function(){
        $(this).toggleClass("active");
      });
    });

In my css, i have

 .category-choice {
  background: #CFCFD3;
  padding: 27px 15px 24px 10px;

  &.active {
    background: #51ADCF;
  }
}