Searching for a tag will bring up all the issues with that tag, but when you open the issue, it will show all the issues with and without the tag you previously searched for.
Would be nice for the query to be passed into the issue so it only showed events with the tag, or for the query to be passed into the events tab so you can easily find the events with the tag you searched for.