使用分类术语创建关联数组

I'm trying to get associated array out of taxonomy slug and taxonomy name. I have this

foreach (get_terms('taxonomy') as $tax_term) {
        $taxonomy_slug = $tax_term->slug;
        $taxonomy_name = $tax_term->name;
}

The issue is, that these are just strings glued together, I don't know how to separate them :\ When I print_r them out I get:

term1term2term3term4...

What I need is a way to separate those, and then create array that will look like this:

Array(
['term_1'] => Term 1
['term_2'] => Term 2
...
)

Is this possible?

As per your inputs in comments I have tried to find out the solution. Hope this will helps you.

$terms = array();
foreach (get_terms('taxonomy') as $tax_term) {
        $taxonomy_slug = $tax_term->slug;
        $taxonomy_name = $tax_term->name;
        $exploded = explode($taxonomy_name,$taxonomy_slug);
        foreach ($exploded as $termValue) {
            if (!empty($termValue)) {
                $terms[$taxonomy_name."_".$termValue] = ucfirst($taxonomy_name)." ".$termValue;
            }
        }
}

echo "<pre>"; print_r($terms);