In general, claims that any of the monoamines 'cause X' without qualification are extreme oversimplications. In the case of dopamine, it has tons of different functions in various different regions and with various different receptors. If it was merely a matter of stimulating dopamine receptors in order to feel good, dopamine agonists would be some of the most abusable drugs in existence, and yet they aren't even slightly fun. Dopamine regulates movement, for example, in a way entirely separate from its effects on mood. There is good reason to believe that the D3 receptor might largely inhibit euphoria. Even with the same receptors, in different parts of the brain the functional result of agonism could be nearly opposite (and I'm not simply referring to autoreceptors vs. post-synaptic receptors). Certainly when dopamine levels get high enough for long enough in a sensitized brain, they directly cause psychosis which is generally not experienced euphorically. Even when the increased dopamine transmission is mediating the positive effects of a drug, in some parts of the brain the subjective feeling is more desire that satiety. So, it is complicated.
All of that said, neuroleptic dopamine antagonists do cause a 'low' of sorts. Not the same kind of low that occurs when you are coming down from a stimulant (indeed, despite your subjective experience, your brain is still flooded with dopamine during that time, but the experience is rather blunted by tachyphylaxis mechanisms). But it is certainly the case that if you take a high dose of a neuroleptic and then subsequently attempt to take a stimulant, it is not going to work very well. Some neuroleptics of course, particularly at low doses (I'm thinking especially of amisulpride here), will block dopamine receptors but preferentially block presynaptic auto-receptors. Others, particularly those in the the atypical class, aren't really occupying a very high percentage of d2 receptors (and tend to dissociate rapidly), while more potently blocking 5ht receptors, some of which (e.g., 5ht-6) are known to magnify the subjective response to dopamine in the nuccleus accumbens when blocked.
Anyway, I could go on, but really my basic point is just that it is a great deal more complicated than "DA = euphoria" or "5ht = happy" and the like... That kind of logic conceals at least as much as it reveals...