Shame you said no to the coast, there is a lovely fish and chip shop in Aberdovey. Nice views across the estuary towards Ynyslas and Borth, and it's nice to walk along the beach a little in the sea air.
Or, if you're feeling energetic, get off at Tywyn and walk along the beach to Aberdovey!