From a Home screen, navigate: Apps > Google > Gmail. These instructions apply to Standard mode only.
From the appropriate inbox, tap the message(s).
Tap the Delete icon (located in the upper-right). To delete several or all messages at once, refer to Delete emails & recover from Trash and click Computer then choose the desired option. This process can't be completed from the mobile app.