Branch length and maximum likelihood

For phylogenetics, say you have a tree and calculate the maximum likelihood of two sites. If site 1 is less likely than site 2, how would you alter the branch lengths to make site 1 more likely? Would you increase or decrease the branch lengths?

Or, you can answer this question:
if you have a higher branch length, is the maximum likelihood going to be bigger?