I caught my husband with another woman on Valentine's Day. It is a week later and I still love him. Is this normal?

Update: He was making love to her when I came in the house. He has blamed me for being nosy by coming home unexpectedly and says I was stalking.
Update 2: We've been married 19 years.
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