I would assume that your Graylog journal is corrupt. That happens mostly because you do not have the space that is configured for the journal exclusive for Graylog. So Graylog tried to write to the journal but did not have enough diskspace and by that the journal gets corrupt.
The only cure, stop Graylog, delete the journal, take care you have the configured journal space, maybe adjust the configuration and start Graylog.