FINANCIAL STATEMENTS

Transamerica Life Insurance Company

WRL Series Annuity Account B

Years Ended December 31, 2023 and 2022

Transamerica Life Insurance Company

WRL Series Annuity Account B

Financial Statements

Years Ended December 31, 2023 and 2022

Contents

Report of Independent Registered Public Accounting Firm

To the Board of Directors of Transamerica Life Insurance Company and the Contract Owners of WRL Series Annuity Account B

Opinions on the Financial Statements

We have audited the accompanying statements of assets and liabilities of each of the subaccounts of WRL Series Annuity Account B indicated in the table below as of December 31, 2023, and the related statements of operations and changes in net assets for each of the two years in the period ended December 31, 2023, including the related notes (collectively referred to as the “financial statements”). In our opinion, the financial statements present fairly, in all material respects, the financial position of each of the subaccounts of WRL Series Annuity Account B as of December 31, 2023, and the results of each of their operations and the changes in each of their net assets for each of the two years in the period ended December 31, 2023, in conformity with accounting principles generally accepted in the United States of America.

Basis for Opinions

These financial statements are the responsibility of the Transamerica Life Insurance Company management. Our responsibility is to express an opinion on the financial statements of each of the subaccounts of WRL Series Annuity Account B based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (PCAOB) and are required to be independent with respect to each of the subaccounts of WRL Series Annuity Account B in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits of these financial statements in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about whether the financial statements are free of material misstatement, whether due to error or fraud.

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Our audits included performing procedures to assess the risks of material misstatement of the financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the financial statements. Our procedures included confirmation of investments owned as of December 31, 2023 by correspondence with the custodian or the investee mutual funds. We believe that our audits provide a reasonable basis for our opinions.

/s/ PricewaterhouseCoopers LLP

Chicago, Illinois

April 19, 2024

We have served as the auditor of one or more of the subaccounts of WRL Series Annuity Account B since 2014.

Transamerica Life Insurance Company

WRL Series Annuity Account B

Statements of Assets and Liabilities

December 31, 2023

Transamerica Life Insurance Company

WRL Series Annuity Account B

Statements of Assets and Liabilities

December 31, 2023

Transamerica Life Insurance Company

WRL Series Annuity Account B

Statements of Operations and Changes in Net Assets

Years Ended December 31, 2023 and 2022

Transamerica Life Insurance Company

WRL Series Annuity Account B

Statements of Operations and Changes in Net Assets

Years Ended December 31, 2023 and 2022

Transamerica Life Insurance Company

WRL Series Annuity Account B

Statements of Operations and Changes in Net Assets

Years Ended December 31, 2023 and 2022

Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

December 31, 2023

1. Organization

WRL Series Annuity Account B (the Separate Account) is a segregated investment account of Transamerica Life Insurance Company (TLIC), an indirect wholly owned subsidiary of Aegon N.V., a holding company organized under the laws of the Netherlands.

The Separate Account is registered with the Securities and Exchange Commission as a Unit Investment Trust pursuant to provisions of the Investment Company Act of 1940. TLIC and the Separate Account are regulated by the Securities and Exchange Commission. The assets and liabilities of the Separate Account are clearly identified and distinguished from TLIC’s other assets and liabilities. The Separate Account consists of multiple investment subaccounts. Each subaccount invests exclusively in the corresponding portfolio of a Mutual Fund. Each Mutual Fund is registered as an open-end management investment company under the Investment Company Act of 1940, as amended. Activity in these specified investment subaccounts is available to contract owners of Janus Annuity Variable Annuity.

Subaccount Investment by Mutual Fund:

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Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

December 31, 2023

2. Summary of Significant Accounting Policies

The financial statements included herein have been prepared in accordance with U.S. generally accepted accounting principles (GAAP) for variable annuity separate accounts registered as unit investment trusts. The preparation of the financial statements in conformity with GAAP requires management to make estimates and assumptions regarding matters that affect the reported amount of assets and liabilities. Actual results could differ from those estimates.

Investments

Net purchase payments received by the Separate Account are invested in the portfolios of the Mutual Funds as selected by the contract owner. Investments are stated at the closing net asset values per share on December 31, 2023.

Realized capital gains and losses from sales of shares in the Separate Account are determined on the first-in, first-out basis. Investment transactions are accounted for on the trade date (date the order to buy or sell is executed) and dividend income is recorded on the ex-dividend date. Unrealized gains or losses from investments in the Mutual Funds are included in the Statements of Operations and Changes in Net Assets.

Dividend Income

Dividends received from the Mutual Fund investments are reinvested to purchase additional mutual fund shares.

Fair Value Measurements and Fair Value Hierarchy

The Accounting Standards Codification^™ (ASC) 820 defines fair value, establishes a framework for measuring fair value, establishes a fair value hierarchy based on the nature of inputs used to measure fair value and enhances disclosure requirements for fair value measurements.

The Separate Account has categorized its financial instruments into a three level hierarchy which is based on the priority of the inputs to the valuation technique. The fair value hierarchy gives the highest priority to quoted prices in active markets for identical assets or liabilities (Level 1) and the lowest priority to unobservable inputs (Level 3). If the inputs used to measure fair value fall within different levels of the hierarchy, the category level is based on the lowest priority level input that is significant to the fair value measurement of the instrument.

Financial assets and liabilities recorded at fair value on the Statements of Assets and Liabilities are categorized as follows:

Level 1. Unadjusted quoted prices for identical assets or liabilities in an active market.

Level 2. Quoted prices in markets that are not active or inputs that are observable either directly or indirectly for substantially the full term of the asset or liability. Level 2 inputs include the following:

Level 3. Prices or valuation techniques that require inputs that are both unobservable and significant to the overall fair value measurement. They reflect management’s own assumptions about the assumptions a market participant would use in pricing the asset or liability.

All investments in the Mutual Funds included in the Statements of Assets and Liabilities are stated at fair value and are based upon published closing NAV per share and therefore are considered Level 1.

There were no transfers between Level 1, Level 2 and Level 3 during the year ended December 31, 2023.

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Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

December 31, 2023

3. Investments

The aggregate cost of purchases and proceeds from sales of investments for the period ended December 31, 2023 were as follows:

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Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

4. Change in Units

The change in units outstanding were as follows:

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Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

4. Change in Unit Dollars (continued)

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Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

December 31, 2023

5. Financial Highlights

The Separate Account offers various death benefit options, which have differing fees that are charged against the contract owner’s account balance. These charges are discussed in more detail in the individual’s policy. Differences in the fee structures for these units result in different unit values, expense ratios, and total returns.

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Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

December 31, 2023

5. Financial Highlights (continued)

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Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

December 31, 2023

6. Administrative and Mortality and Expense Risk Charges

TLIC deducts a daily administrative charge equal to an annual rate of 0.15% of the daily net assets value of each subaccount for administrative expenses. TLIC also deducts an annual charge during the accumulation phase, not to exceed $30, proportionately from the subaccounts’ unit values. An annual charge ranging from 0.50% to 1.25% is deducted (based on the death benefit selected) from the unit values of the subaccounts of the Separate Account for TLIC’s assumption of certain mortality and expense risks incurred in connection with the contract. The charge is assessed daily based on the net asset value of the Mutual Fund. Charges for administrative and mortality and expense risk are an expense of the subaccount. Charges reflected above are those currently assessed and may be subject to change. Contract owners should see their actual policy and any related attachments to determine their specific charges.

7. Income Tax

Operations of the Separate Account form a part of TLIC, which is taxed as a life insurance company under Subchapter L of the Internal Revenue Code of 1986, as amended (the Code). The operations of the Separate Account are accounted for separately from other operations of TLIC for purposes of federal income taxation. The Separate Account is not separately taxable as a regulated investment company under Subchapter M of the Code and is not otherwise taxable as an entity separate from TLIC. Under existing federal income tax laws, the income of the Separate Account is not taxable to TLIC, as long as earnings are credited under the variable annuity contracts.

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Transamerica Life Insurance Company

WRL Series Annuity Account B

Notes to Financial Statements

December 31, 2023

8. Subsequent Events

The Separate Account has evaluated the financial statements for subsequent events through the date which the financial statements were issued. During this period, there were no subsequent events requiring recognition in the financial statements.

9. Related Parties

Transamerica Capital, Inc. (TCI), a wholesaling broker-dealer, is an affiliated entity of TLIC and an indirect wholly owned subsidiary of Aegon N.V. TCI distributes TLIC’s products through broker-dealers and other financial intermediaries.

The subaccounts invest in the mutual funds listed in Footnote 1. These investments include funds managed by Transamerica Asset Management, Inc. (TAM). Transamerica Fund Services, Inc. (TFS) serves as a transfer agent to TAM, and Aegon USA Asset Management Holding, LLC (AAM) serves as a sub-advisor for certain funds managed by TAM. TAM, TFS and AAM are affiliated entities of TLIC and indirect wholly owned subsidiaries of Aegon N.V. Funds managed by TAM are identified by their fund name, which includes reference to Aegon, Transamerica or both. The Separate Account pays management fees to the related funds as detailed in the fund prospectus.

No charges other than those disclosed in Footnote 6 are deducted for the service rendered by related parties.

Contract owners may transfer funds between available subaccount options within the Separate Account. These transfers are performed at unit value at the time of the transfer.

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