Dynamically loaded assets in Rails 4 and Turbolinks

I am working on a Rails 4 app in application.html.erb I have the
following
code

...
 <%= javascript_include_tag "application", "data-turbolinks-track" 

=>
true %>

 <%= yield :head %>

 <%= csrf_meta_tags %>

What this does is allows me to load certain assets depending on the page
I
am on. So maybe in the show template of a certain action I could do
something like

<% content_for :head do %>

 <%= stylesheet_link_tag "show" %>

<% end %>

This works great and helps me keep the page structured clean and simple.
The issue I am having now is that turbolinks is completely ignoring
these
assets and not even loading them when I click on a next link. I have
looked
around but cant seem to find an answer to this problem. Any help will be
appreciated.