The first half of Anita Chan et al's Chen Village: Revolution to Globalization gives a very close look at the cultural revolution at the level of a single village. The author's emphasise it isn't representative of ALL villages, but the book gives the most in depth look at the day-to-day of cultural-revolutioning I've seen. The second half looks at the history of the village post-Mao.

Mobo Gao's The Battle for China's Past: Mao and the Cultural Revolution is a fullthroated historical defence of Mao, the Cultural Revolution and tthe Great Leap Forward written by a Chinese maoist. It has a lot of citations to Chinese works, which is RARE for something written in English. Unfortunately, I don't speak Chinese so I can't really check what sort of sources they are.

Xiaojia Hou's Negotiating Socialism: Mao, Peasants and Local Cadres in Shanxi, 1949-53 falls outside the period you're asking about, but if you want to understand the Great Leap Forward, I'd advise giving it a look if you can find it online/in a library. Very detailed and close engagement with CPC sources to look at the foundations of the PRC's economic systems which show the various issues at the top, mid level and at the grassroots that would lead to the Great Leap.

Wen Tiejun's work 10 Crises: The Political Economy of China's Development, 1949-2020 covers the GPCR and the GLF from a more abstract-economical perspective. Instead of ideological terms, both are looked at in terms of economic cycles, responses to foreign relations and strained government costs.