The poem "A Poison Tree" by William Blake describes how anger and resentment towards someone who wronged the speaker festered inside them like a poisonous tree. Instead of confronting the person, the speaker let their anger grow, suggesting that revenge is not the answer and communication is better. The poem conveys how anger left unchecked can poison oneself and potentially harm others.