Summary or trimmed body field formatter does not display anything when the trim length is anything below 888
Well I still don't know exactly what the solution to the issue with Drupal's own summary or trim option. I did however get the trim right using the Smart Trim Module. Thank you to the developers of the Smart Trim module.