It does seem that a negative income affets loyalty somehow. Whenever your economy is in the red for too many years, suddenly rebellions seem to sprout up like weeds!
I wouldn't say it happens "suddenly". What's happening is that, for all intents & purposes, you're simply seeing the effects of armies rebelling after so many years without pay.
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