Why did equality want to be a scholar

From the text:

We loved the Science of Things. And in the darkness, in the secret hour, when we awoke in the night and there were no brothers around us, but only their shapes in the beds and their snores, we closed our eyes, and we held our lips shut, and we stopped our breath, that no shudder might let our brothers see or hear or guess, and we thought that we wished to be sent to the Home of the Scholars when our time would come.

All the great modern inventions come from the Home of the Scholars, such as the newest one, which was found only a hundred years ago, of how to make candles from wax and string; also, how to make glass, which is put in our windows to protect us from the rain. To find these things, the Scholars must study the earth and learn from the rivers, from the sands, from the winds and the rocks. And if we went to the Home of the Scholars, we could learn from these also. We could ask questions of these, for they do not forbid questions.