Before doing an experiment, you can often see that with your settings, if you'd get the counterintuitive result, then it wouldn't be statistically significant, so you'd need to plan a larger experiment or not do it at all.

You can look at any experiment as having essentially two possible outcomes - you need to ensure that at least one of those outcomes is publishable, because there are many experiments where any possible outcome will be weak.