You need to set the color like this:
final XSSFCellStyle description = (XSSFCellStyle) workbook.createCellStyle();
description.setFillForegroundColor( yourColor );
description.setFillPattern( FillPatternType.SOLID_FOREGROUND );
This is, you need a fill pattern