At the end of season 3, Eva stated she felt Elam's spirit pass after he was mauled by a bear. In season 4, he was alive, but he was not the same. His brain was damaged and he became a whole different person while under the care of the Cheyenne.
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Don't worry it's not too long after that the job's done properly.
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