2.- In spite of her wisdom, she finally tasted the drink
Although/though she was wise, she finally tasted the drink
3.- Despite being late for school, Alex continued reading his favourite blog.
Although/though Alex was late for school, he continued reading his favourite blog.
4.- We preferred to stay at home even though it was very hot.
We preferred to stay at home, despite/in spite of the heat.