The town was named after Chief Toke, an Indian chief of the 19th century.
There were 89 households out of which 21.3% had children under the age of 18 living with them, 43.8% were married couples living together, 7.9% had a female householder with no husband present, and 43.8% were non-families. 38.2% of all households were made up of individuals and 20.2% had someone living alone who was 65 years of age or older. The average household size was 2.18 and the average family size was 2.84.
In the CDP the population was spread out with 20.1% under the age of 18, 5.7% from 18 to 24, 18.0% from 25 to 44, 34.5% from 45 to 64, and 21.6% who were 65 years of age or older. The median age was 48 years. For every 100 females there were 106.4 males. For every 100 females age 18 and over, there were 106.7 males.
The median income for a household in the CDP was $24,531, and the median income for a family was $30,208. Males had a median income of $14,327 versus $0 for females. The per capita income for the CDP was $12,170. About 39.0% of families and 49.1% of the population were below the poverty line, including 83.3% of those under the age of eighteen and none of those sixty five or over.