For finite $k$, let $\mathscr{C}_k$ be the set of clones on a $k$-element set, viewed as a metric space by setting $d(A,B)=2^{-n}$ for distinct clones $A,B$ where $n$ is the smallest number such that the $n$-ary parts of $A$ and $B$ are different. Note that $\mathscr{C}_2$ is countable but $\mathscr{C}_k$ has cardinality continuum as soon as $k>2$; see here for an easy proof of the latter fact.
Question: Is there a continuous (or even Lipschitz) function $m:\mathscr{C}_4\rightarrow\mathscr{C}_3$ which is a lattice embedding, that is, satisfies $A\subseteq A'\iff m(A)\subseteq m(A')$?
EDIT: per Keith Kearnes' answer, this may be over-ambitious - it's not even clear whether there is a lattice embedding $\mathscr{C}_4\rightarrow\mathscr{C}_3$ at all.
There is certainly such a map in the other direction: given a clone $A$ on $\{1,2,3\}$, consider the new clone $B$ on $\{1,2,3,4\}$ whose $n$-ary functions are those $f$ satisfying $$f(x_1,...,x_n)=g(\min\{3,x_1\}, ...,\min\{3,x_n\})$$ for some $n$-ary $g\in B$. Basically, we just "treat $4$ as $3$." An $n$-ary difference between $A$ and $A'$ gets converted into an $n$-ary difference between the corresponding $B$ and $B'$, so this is in fact $1$-Lipschitz.
In some sense the question I really want to ask is whether the set of clones on $\{1,...,4\}$ is "structurally more complicated" than the set of clones on $\{1,...,3\}$; this is just one way of trying to make that question precise. Any comments addressing this vaguer question would also be welcome!