She was completely absorbed in thought and didn't hear him enter the room.
He was so absorbed in reading the novel that he lost track of time.
She was absorbed in her work and didn't notice the commotion around her.
They were so absorbed in their conversation that they didn't realize how late it had gotten.
The children were absorbed in the music playing on the radio.