EDIT: I really should have advised you to create a Child theme for all your changes. Otherwise, all changes will be lost if you ever update the theme.
Your main blog page shows several Posts. Are you wanting something like this for the celeb-style page?
If the answer is yes, you will need to take several steps to make this happen.
First, you will need to create a new Category, probably named 'Celeb Style'. You will assign this category to all Posts that are to appear on the celeb-style Page.
Next, make a copy of index.php named celeb-style.php. Replace the comment lines at the top with this:
* Template Name: Celeb Style
Now you need to add in a query to select the correct category for the page. Just above the 'get_template_part()' line, add in the query like this:
$paged = (get_query_var('paged')) ? get_query_var('paged') : 1;
get_template_part( 'loop', 'index' );
Now create a new 'Celeb Style' Page and assign it the 'Celeb Style' template. When you show this page on your site, all of the Posts assigned the 'Celeb Style' category will show on it.
One other thing you might want to do is use the Simply Exclude plugin to exclude the 'Celeb Style' category from the Home page.