This paper explores the geographical distribution of special general-revenue-sharing (GRS) in Taoyuan County during the fiscal year of 1998-2000. By law, the special GRS accounts for no more than 10% of total GRS in the county government. Special GRS is the so-called secret purse of the county-in-chief because the executive legally has discretionary powers to decide where and what amounts of policy benefits to be distributed among its jurisdictions without the pre-approval of the county assembly. It is speculated that, more often than not, the county-in-chief utilizes the special GRS as a bargaining chip with county legislators who are seeking policy benefits in their electorate districts. It is also speculated that the county-in-chief tends to distribute disproportionate amounts of special GRS, thus rewarding the constituencies who were supporting her ballot box the most. Yet, it is still possible that the county-in-chief distributes certain policy benefits not for political reasons, but for the objective needs of different jurisdictions in the county. This study aims at clarifying the conditions under which political factors or objective factors are prevalent. The statistical findings show that, while the objective need is an important factor in determining the location and the amounts of special GRS, several political factors affect the distribution of the special GRS. Of the findings of importance, firstly, statistical results show that the towns or the villages which are not controlled by the KMT received more policy benefits. Secondly, the towns or villages which have less county legislators represented in the County Assembly are likely to receive more benefits. Thirdly, the areas where county legislators’ electorate votes were spreading out the towns or villages tended to receive more special GRS. Finally, although the former county-in-chief Liu did not distribute more benefits after deciding to campaign for the Vice-Presidency, the distributive pattern did show different patterns before and after her campaign announcement.