Pinned items are fixed in their designated positions in the search results.
Even if a higher-ranking product is removed or unavailable in the result set, pinned items are not automatically unpinned to be displayed in a different/higher position.
In such cases, the next most relevant product that (a) matches the search criteria and (b) is not pinned to a specific position will be ranked and displayed in the newly "open" position.