Additionally, though a former enslaved person, Fortune was a literate man. In 1797, he was a leading founder in the establishment of the Social Library, the town's first library.
In addition to his experiences as a freed person, Fortune was well-read and literate. He made significant contributions to the establishment of the Social Library, which became the town's initial library in 1797.