The p-value that you get should be well below 0.05 … I emphasize should because there is a probability (although a very low one) that you will get a nonsignificant result: remember, we generated a set of random numbers and even with very different means, the variation that we simulated allow for a dataset that has no statistically detectable difference between the conditions