Tory councillor Damon Brown says the £20m grant was a vote of confidence in BedworthSome of the most deprived areas of the West Midlands fear they could lose millions in levelling-up money promised by the previous Conservative government.
The Labour government has not confirmed whether councils will receive money from levelling-up funds worth billions of pounds.
This includes £1.5bn for 75 "overlooked" towns across the country offered £20m each to invest in regeneration projects.
One government source said all levelling-up spending was under review and described some of the commitments as "unfunded".
Six councils in the West Midlands were due to be handed £120m in total under a long-term plan.
One of the towns expecting £20m was Bedworth.
A former coal-mining town in Warwickshire, Bedworth is using other levelling-up money for market renovations and to build a new state-of-the-art leisure centre, external.
"Funded by HM government," a banner says at the building site.
"Bedworth is improving with the levelling-up funds and it was much needed," said Nicky King, the Labour councillor in charge of the town's regeneration.
In an unusual display of unity, Labour and Tory councillors are urging the government to cough up the £20m.
"It represents the biggest investment in the future of this town that it has seen in decades," said Tory councillor Damon Brown.
"The £20m was a vote of confidence in the future of our town and to take that away would be to knock the aspiration of the town."
There were high expectations of what the money could do for Bedworth.
The chairman of Bedworth United FC, who's put thousands of pounds of his own money into the club, said he would welcome more investment in grassroots football.
And down the road, the Civic Hall venue reopened in the summer after securing funding, and could benefit from an further injection of cash.
But the Labour government wants to move away from levelling up and towards giving more power and money to local leaders, particularly metro mayors.
Attracting more business investment is also crucial to Labour's economic plans.
A 15-minute drive from Bedworth, MIRA Technology Park was named in Labour’s industrial strategy, external as an example of a UK strength.
The automotive research hub has a "pivotal role in regeneration", says Sarah Windrum, the future mobility cluster leader at MIRA.
“We're creating high-value employment here. That means disposable income for local people."
At the moment, Labour seems more interested in high-tech businesses than high-street revival.
As the government counts the cost of levelling up, towns like Bedworth could be let down if the chancellor feels the sums don't add up.