In my experience, that area remains empty no matter whether the people widget is hidden or not. I guess that space is reserved for contextual ads. Just tried it in Chrome and Safari and the empty space is there in both. You may be able to get rid of it with page element hider browser add-ons / extensions, but I'm not sure what effect those would have on the whole Gmail page.
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