The extremism in India's independence movement arose due to the failure of moderate approaches and dissatisfaction among the nationalists. Leaders like Bal Gangadhar Tilak, Bipin Chandra Pal, and Lala Lajpat Rai spearheaded significant movements such as the Swadeshi Movement and the protest against the Partition of Bengal, culminating in the split of the Indian National Congress.