Please continue treatment with Pediatrician in hospital only, and a negetiv lumbar puncture is not always conclusive.
It might also be some other type of Brain infection like encephalitis, maybe cause by bacteria/virus and maybe autoimmune
Please follow your paediatricians advice for the same
Next Steps
Consult for further discussion