Let me start with a fun consequence of denying or accepting CH.
In 1962, John Wetzel asked the following question. Say a family $F$
of analytic functions on some common domain $D$ is pointwise countable
if for each $z\in D$, the set of values $\{f(z)|f\in F\}$ is countable.
Does it follow that $F$ is countable?
Pál Erdős answered the question very soon afterwards: pointwise countability
implies countability if and only if the continuum hypothesis is false.
Erdős's paper is available at online. It also appears in the book Proofs from THE BOOK by Aigner and Ziegler.
Osofsky proved a result in homological algebra using GCH. There's an entry in mathoverflow about it. (I only know about this because I was a grad student when she proved it, and Prof. Osofsky pulled me into her office to tell me about it, since I was in mathematical logic.)
The answer to this question gives some more applications of CH in "everyday mathematics".
Now, as to your question, "why don't we just accept CH and move on?", here's one answer. The two results I mentioned stand out because, for the most part, CH and GCH don't seem to have many consequences outside of axiomatic and descriptive set theory (and higher recursion theory). That is, if you're a working mathematician in algebraic geometry, or PDEs, or number theory, or lots of other branches, you just don't care that much about the value of $2^{\aleph_\alpha}$, or even of $2^{\aleph_0}$. Indeed, Osofsky was excited to tell me about her result because it was the first time in her career she had ever encountered a use for GCH. Likewise, a good part of what makes the Erdős result cool, is that one doesn't typically find applications of CH in complex analysis. In contrast, the axiom of choice pervades so much of "modern" mathematics (at least 100 years old by now), that most mathematicians accept it regardless of philosophical issues.
For people who are working in a branch where CH or GCH matters, no one hypothesis has emerged as "the best" new axiom. That is, $2^{\aleph_\alpha}=F(\alpha)$ is consistent with ZFC for a plethora of $F$'s. (See Easton's theorem.) Why should we choose this $F$ over that $F$? You can imagine aesthetic, philosophical, or pragmatic arguments, but a consensus has not coalesced around GCH or an alternative. Anyway, there's no problem with stating a theorem as "GCH implies foobar".