Hmm ... I only annex when I am unhappy. Annex, then rush-buy courthouse, colliseum, and theatre - that's a gain of around ten happiness for a typical puppet.
I've even been in situations where by annexing a city, my time-to-next-policy decreased. If you take the piety tree, then excess...