The poem is about making a mistake, and regretting it. It's all there in the text. Bukowski was having a fiery relationship with a red haired woman called Pamela. The poem is about doing something that caused her to run out on him and disappear. You can read more about his relationship with her (a fictionalised account at least) in his novel 'Women' where she is referred to as 'Tammie'.