Check your vault and all characters. If it doesn't show up in a day or two then they are gone.
Bungie doesn't restore lost or deleted items for any reason.
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You were right. A short while later, Trespasser showed up in the Vault, followed by Adored after another hour or so. Still quite disconcerting, since neither are actually replaceable.