Abstract
The Fear of Envy Scale and Guilt Scale (FES-GS) is a specialized 21-item psychometric instrument developed through the collaborative clinical and evolutionary psychopathology research of Paul Gilbert, Lynn E. O’Connor, Jack W. Berry, and Joseph Weiss. First formally reported in empirical literature in 2002, the instrument was conceptualized to quantify an individual’s chronic apprehension regarding the perceived elicitation of malicious envy in others, paired with pathogenic interpersonal guilt arising from perceived competitive success or unearned advantage. The scale comprises two primary interrelated dimensions: the Fear of Envy subscale (items 1–10), measuring the tendency to conceal competence, downplay accomplishments, and fear interpersonal hostility or social exclusion as a consequence of appearing superior; and the Guilt subscale (items 11–21), measuring survivor guilt, omnipotent interpersonal responsibility, and self-sacrificing altruism. Administered using a five-point Likert response scale ranging from 1 ("Very untrue of me or strongly disagree") to 5 ("Very true of me or strongly agree"), the FES-GS possesses robust psychometric foundations, with internal consistency coefficients (Cronbach’s alpha) typically exceeding .80 for both dimensions across clinical and non-clinical cohorts. Factor-analytic investigations substantiate a distinct two-factor latent structure that explains substantial variance in internalizing disorders. By bridging evolutionary social rank theory with psychodynamic control-mastery perspectives, the scale provides profound empirical utility for identifying maladaptive submissive strategies, atypical social anxiety, imposter phenomena, and treatment-resistant depressive syndromes characterized by the dread of outcompeting significant others.
Keywords
Fear of Envy Scale, interpersonal guilt, survivor guilt, social rank theory, evolutionary psychopathology, depression, submissive behavior, control-mastery theory, competitive anxiety, psychometrics
Authors
The Fear of Envy Scale and Guilt Scale represents the intersection of evolutionary psychology models developed by Paul Gilbert, Ph.D., FBPsS, and psychoanalytic empirical formulations of interpersonal guilt spearheaded by Lynn E. O’Connor, Ph.D., Jack W. Berry, Ph.D., and the late Joseph Weiss, M.D.
- Paul Gilbert, Ph.D., FBPsS: Professor of Clinical Psychology at the University of Derby and Director of the Mental Health Research Unit at Kingsway Hospital, Derby, United Kingdom. Gilbert is the founder of Compassion-Focused Therapy (CFT) and a pioneer in evolutionary models of social rank, shame, and competitive threat.
- Lynn E. O’Connor, Ph.D.: Clinical psychologist and Professor Emerita at The Wright Institute (Berkeley, California), as well as Executive Director of the Emotion, Cognition, and Representation Project. Her empirical scholarship concentrates on altruism, evolutionary ethics, and maladaptive guilt.
- Jack W. Berry, Ph.D.: Quantitative psychometrician and Research Associate at the San Francisco Psychotherapy Research Group and Samford University, specializing in structural equation modeling and interpersonal measurement.
- Joseph Weiss, M.D. (1924–2004): Psychoanalyst, clinical researcher, and co-founder of the San Francisco Psychotherapy Research Group at the Mount Zion Hospital/University of California, San Francisco, renowned for creating Control-Mastery Theory.
Purpose
The primary purpose of the Fear of Envy Scale and Guilt Scale (FES-GS) is to operationalize and quantify the unconscious and conscious fears individuals hold regarding outperforming, outshining, or surpassing peers, colleagues, or family members. Across human evolutionary history, achieving high status or acquiring disproportionate resources invited retaliatory sabotage, ostracism, or targeted hostility from conspecifics—a social dynamic broadly recognized as the threat of destructive or malicious envy. In clinical settings, individuals vulnerable to major depressive disorder, severe social phobia, or chronic dysphoria frequently exhibit self-inhibiting behavioral repertoires to neutralize potential threats from peers. The FES-GS was constructed to measure these behavioral and cognitive phenomena with empirical rigor.
From an applied diagnostic standpoint, the scale delineates the psychological mechanisms behind counter-productive modesty, pathological procrastination, self-sabotaging career behaviors, and the systematic suppression of pride. While conventional diagnostic manuals capture depressive symptoms through behavioral deficit models (e.g., anhedonia, fatigue, psychomotor slowing), the FES-GS illuminates the active relational safety strategies driving these presentations. Patients who score highly on the scale are not merely devoid of ambition or confidence; rather, they experience pronounced affective panic and moral conflict when experiencing success, actively suppressing their vitality to protect others from painful upward social comparisons.
In psychotherapeutic research, the instrument serves as an explanatory mediator between low social rank perceptions and clinical distress. Researchers utilize the instrument to investigate how pathogenic beliefs regarding resource distribution ("my gain must naturally equal someone else’s loss") lead to functional impairment. Clinically, baseline FES-GS scoring offers clinicians insight into therapeutic ruptures, particularly when patients react to therapeutic breakthroughs with negative therapeutic reactions, sudden decompensation, or increased shame stemming from unconscious guilt over getting well while family members or peers remain distressed.
Psychological Construct
The FES-GS evaluates an intricate psychological construct rooted in interpersonal safety mechanisms, divided into two primary dimensions: Fear of Eliciting Envy and Altruistic / Survivor Guilt.
1. Fear of Eliciting Envy (Social Rank Invalidation & Appeasement)
This subscale assesses the cognitive appraisal that one’s strengths, talents, beauty, or achievements represent direct threats to the self-esteem of others, which will inevitably provoke retaliatory malice, resentment, or abandonment. Rather than experiencing healthy pride, individuals high in this dimension perceive personal competence as socially dangerous. The construct comprises several operationalized facets:
- Appeasement and Self-Diminution: The deliberate downplaying, trivialization, or concealment of personal skill to preserve social bonds (e.g., "I play down my abilities in case this makes others envious of me").
- Anticipatory Rejection Sensitivity: The anxious expectation that public confidence or high self-esteem will be interpreted as arrogance, resulting in ostracism (e.g., "I fear others will not like me if I show I am too confident").
- Hyper-Empathic Resonating with Defeat: An acute, painful awareness that one’s own success illuminates the relative lack of success in others, inducing distress in the achiever (e.g., "If I show I am too confident this might show others up and be hurtful to them").
- Beliefs Regarding Competitive Malevolence: General cognitive heuristics that associate wealth, talent, or good fortune with social illegitimacy and selfishness (e.g., "People who have a lot are usually seen as selfish").
2. Altruistic and Survivor Guilt (Pathogenic Interpersonal Responsibility)
Derived from Lynn O’Connor’s psychometric investigations of survivor guilt within the framework of Control-Mastery Theory, this dimension quantifies the irrational, pathogenic conviction that one’s happiness, good health, or fortune actively harms loved ones or conspecifics who are less fortunate. It reflects an exaggerated, omnipotent sense of moral duty that forces the individual into involuntary submission and chronic self-sacrifice:
- Zero-Sum Resource Heuristics: The cognitive distortion that life’s benefits are strictly zero-sum, meaning any achievement naturally deprives another person of vital resources (e.g., "I often worry that my gain may be someone else’s loss").
- Hedonic Blunting via Empathic Distress: The complete inability to enjoy personal success or celebrate positive life events due to the pervasive awareness of global or familial suffering (e.g., "Knowing that there is so much suffering in the world reduces the pleasure I get out of any good fortune that comes my way").
- Compulsive Altruism and Restitution: The psychological demand that one must surrender resources, status, or assertiveness to atone for surviving or thriving (e.g., "If I won a fortune on the lottery, I would feel guilt unless I could do good work with it and give a lot of it away").
- Submissive Non-Assertion: The prioritization of others’ comfort over personal rights to avert perceived relational conflict (e.g., "I’d rather avoid hurting someone than stand up for my rights").
Theoretical Framework
The theoretical architecture of the FES-GS synthesizes two major paradigms in modern clinical science: Social Rank Theory from evolutionary psychology and Control-Mastery Theory from relational psychoanalysis.
Theoretical Integration Underpinning the FES-GS
Social Rank Theory (Gilbert): Agonic Mode → Threat of Outperforming → Anticipated Malicious Envy / Sabotage → Involuntary Subordinate Strategy (FES Items 1–10)
Control-Mastery Theory (Weiss & O’Connor): Empathic Attachment → Pathogenic Belief of Zero-Sum Advantage → Survivor Guilt → Compulsive Restitution / Self-Sacrifice (FES-GS Items 11–21)
Social Rank Theory (Gilbert)
Paul Gilbert’s evolutionary model posits that humans have evolved specialized biosocial mental mentalities oriented around competition, dominance, territoriality, and status hierarchies—termed the agonic system. In non-human primates and early hominids, subordinate conspecifics faced violence or expulsion if they directly contested the status of dominant group members. However, human evolution also introduced complex coalitionary dynamics: dominant individuals could be toppled by coalitions of subordinates driven by envy and resentment (the "leveling mechanism" or "tall poppy syndrome").
Consequently, natural selection favored an Involuntary Subordinate Strategy (ISS). When individuals fear that their success will trigger competitive aggression, social isolation, or destructive envy from their group, the central nervous system activates involuntary submissive behaviors. These include depressive posturing, behavioral de-escalation, downplaying competence, and feelings of inferiority. The Fear of Envy items directly measure these evolved appeasement and rank-diminution tactics designed to signal non-threatening harmlessness to potentially hostile peers.
Control-Mastery Theory (Weiss, Sampson, & O’Connor)
Parallel to evolutionary rank dynamics, the instrument is grounded in the cognitive-psychoanalytic principles of Control-Mastery Theory. Developed by Joseph Weiss and Harold Sampson, this framework posits that human beings are fundamentally motivated to maintain secure attachments and protect significant others. During early childhood, individuals can unconsciously develop pathogenic beliefs that their differentiation, autonomy, superior health, or success will destroy their less competent or unhappy caregivers.
Lynn O’Connor expanded this model to explain how interpersonal guilt operates as an aberrant, hyper-developed prosocial mechanism. Survivor guilt occurs when an individual feels that experiencing success, happiness, or good fortune causes another person to suffer by comparison. This is not driven by hostility, but by profound empathy and attachment loyalty. When an individual attempts to thrive, this unconscious pathogenic belief generates intense emotional distress, driving them to fail, self-punish, or surrender advantages to preserve psychic loyalty to the suffering other.
Validity
Psychometric investigations of the Fear of Envy Scale and Guilt Scale demonstrate robust construct, convergent, predictive, and discriminant validity across both non-clinical student cohorts and outpatients diagnosed with unipolar depression and anxiety disorders.
Convergent Validity
In foundational validation studies (O’Connor, Berry, Weiss, & Gilbert, 2002), the FES-GS subscales correlated significantly and positively with standardized indices of psychological distress:
- Depressive Symptomatology: The Fear of Envy dimension exhibited strong positive correlations with the Beck Depression Inventory (BDI; r = .48 to .56, p < .001). Individuals who chronically anticipate hostility from outperforming others exhibit higher rates of cognitive and vegetative depressive symptoms.
- Submissive Behavior: Significant positive correlations were established with the Submissive Behavior Scale (SBS; r = .52 to .61, p < .001), validating the theoretical premise that the fear of envy is enacted via physiological and social subordination.
- Interpersonal Guilt: The Guilt dimension demonstrated robust convergent correlations with the Interpersonal Guilt Questionnaire (IGQ-67), especially the Survivor Guilt (r = .68, p < .001) and Omnipotent Responsibility subscales (r = .62, p < .001).
- External Shame: Fear of envy correlated strongly with external shame measures, such as the Other As Shamer Scale (OAS; r = .54, p < .001), indicating that high scorers view the social world as critical, judgment-heavy, and hostile.
Discriminant Validity
Discriminant validity is supported by weak or non-significant associations with measures of antagonistic narcissism, Machiavellianism, and antisocial dominance. While competitive individuals scoring high in Machiavellianism deliberately exploit zero-sum conditions, high FES-GS scorers experience zero-sum scenarios as distressing moral catastrophes. Furthermore, statistical divergence was confirmed against measures of genuine assertiveness and self-directed pride, which exhibit moderate negative correlations (r = -.35 to -.48) with the Fear of Envy subscale.
Predictive and Incremental Validity
Multiple regression analyses conducted by O’Connor et al. (2002) revealed that the Fear of Envy and Guilt dimensions account for unique, incremental variance in depressive symptoms over and above baseline measures of neuroticism, self-criticism, and generalized interpersonal anxiety. In longitudinal evaluations, elevated FES-GS scores at the initiation of psychotherapy predicted a greater incidence of therapeutic resistance, negative therapeutic reactions following cognitive shifts, and prolonged relapse vulnerability in unipolar depression.
Reliability
The Fear of Envy Scale and Guilt Scale exhibits high empirical reliability across diverse psychometric evaluations, confirming that the tool yields consistent, replicable measurement over time and across samples.
Internal Consistency
In the seminal psychometric validation study comprising university and community participants (N = 250) along with clinical outpatient cohorts (N = 112) reported by O’Connor et al. (2002), the instrument displayed strong internal consistency:
- Fear of Envy Subscale (Items 1–10): Demonstrated a Cronbach’s alpha of α = .83 in non-clinical populations and α = .87 in clinical depressive samples. Average inter-item correlations ranged from .31 to .44.
- Guilt Subscale (Items 11–21): Displayed a Cronbach’s alpha of α = .81 in general community samples and α = .84 in clinical cohorts. Item-total correlations across the 11 items consistently exceeded the psychometric threshold of .35, with the exception of reverse-evaluated conceptualizations around assertiveness.
- Total Composite Scale (21 Items): Overall internal consistency reached α = .88, indicating robust global reliability for the combined measurement battery.
Test-Retest Stability
Temporal stability assessments conducted across a 6-week test-retest interval among non-clinical participants (n = 78) established an intraclass correlation coefficient (ICC) of .81 for the Fear of Envy subscale and .78 for the Guilt subscale. These values indicate that while these constructs capture affective components that can fluctuate with therapy, they represent stable, trait-like cognitive-affective schemas.
Factor Analysis
The latent structural integrity of the 21-item instrument has been examined through both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA), substantiating the theoretical bifurcation between fear of outperforming others and empathic interpersonal guilt.
Exploratory Factor Analysis (EFA)
Initial principal axis factoring with promax (oblique) rotation was conducted to account for the anticipated theoretical correlation between rank-based appeasement and relational guilt. Scree plot inspection alongside Kaiser-Guttman eigenvalues exceeding 1.0 identified two prominent latent dimensions accounting for approximately 46.8% of the total variance:
| Latent Factor | Eigenvalue | % Variance | Core Defining Item Characteristics |
|---|---|---|---|
| Factor 1: Fear of Being Envied | 6.12 | 29.1% | Items 1–10: Downplaying success, avoiding cockiness, dreading peer resentment (loadings: .48 – .77). |
| Factor 2: Interpersonal / Survivor Guilt | 3.71 | 17.7% | Items 11–21: Zero-sum belief of personal gain, self-sacrificing compassion, hedonic dampening (loadings: .42 – .74). |
Items loading onto Factor 1 displayed minimal cross-loadings (< .25) on Factor 2, and vice versa, supporting simple structure. Notably, Item 12 ("Sometimes, in order to get on, you have to take the risk of hurting others") historically exhibited negative or lower item-factor alignment when scored directly alongside guilt items, frequently functioning as a reversed index of competitive assertiveness.
Confirmatory Factor Analysis (CFA)
Structural equation modeling comparing competing models demonstrated that a two-factor correlated model provided superior fit over a unifactorial model across various fit indices:
- Chi-Square / Degrees of Freedom Ratio (χ²/df): 1.84 (indicating acceptable model fit under the < 2.0 threshold).
- Comparative Fit Index (CFI): .924
- Tucker-Lewis Index (TLI): .911
- Root Mean Square Error of Approximation (RMSEA): .056 (90% CI [.044, .067])
- Standardized Root Mean Square Residual (SRMR): .051
The correlation between the two latent factors was moderately high (r = .54, p < .001), indicating that while rank-based fear of being envied and altruistic guilt are distinct constructs, they share a common root in interpersonal safety and subordinate adaptation.
Instrument / Measurement Tool
The complete instrument parameters and clinical scoring instructions are detailed below:
- Name: Fear of Envy Scale and Guilt Scale (FES-GS)
- Alternative Titles: Fear of Envy Scale; O’Connor & Gilbert Envy and Guilt Inventory
- Target Population: Adults and adolescents aged 16 and above; clinical outpatients, psychiatric inpatients, and research cohorts
- Administration Format: Self-administered paper-and-pencil or computerized questionnaire
- Completion Time: 5 to 8 minutes
- Item Count: 21 items total
- Fear of Envy Subscale: Items 1 to 10 (10 items)
- Guilt Subscale: Items 11 to 21 (11 items)
- Response Format: 5-point Likert rating scale formatted as follows:
- 1 = Very untrue of me or strongly disagree
- 2 = Not true of me or disagree
- 3 = Sometimes true, sometimes not true or undecided
- 4 = True of me or agree
- 5 = Very true of me or strongly agree
- Scoring Procedures:
- Fear of Envy Subscale Score: Calculate the arithmetic sum of Items 1 through 10 (Score range: 10 to 50). Higher scores reflect greater dread of peer resentment and greater use of self-diminishing strategies.
- Guilt Subscale Score: Calculate the arithmetic sum of Items 11 through 21 (Score range: 11 to 55). Note: In standard research scoring protocols, Item 12 assesses competitive self-interest and is evaluated in reverse if scored within a unidimensional guilt composite, or analyzed as a contrast item. When calculating direct cumulative survivor/altruistic guilt, sum items 11, 13, 14, 15, 16, 17, 18, 19, 20, 21 directly.
- Total Composite Score: Summing both subscales produces a global index of Interpersonal Threat and Submissive Inhibition (Score range: 21 to 105).
Permissions & Fee and Test Year
The Fear of Envy Scale and its accompanying Guilt items were initially operationalized and published in 2002 by Lynn E. O’Connor, Jack W. Berry, Joseph Weiss, and Paul Gilbert in their joint paper in the Journal of Affective Disorders. The research was carried out collaboratively between the San Francisco Psychotherapy Research Group and the Mental Health Research Unit, Kingsway Hospital / University of Derby.
- Accessibility & Licensing: The FES-GS is classified as an open-access psychometric instrument for non-commercial academic, psychological, and clinical research purposes. No licensing fees or royalty payments are required for clinical or scholarly use.
- Commercial Applications: Commercial deployments, organizational integration, or incorporation into fee-for-service digital assessment tools require formal permission from the primary research authors or their institutional successors (University of Derby / The Wright Institute).
- Contact and Repository Access: Inquiries regarding the scale and its application in evolutionary psychology and Compassion-Focused Therapy can be directed to the University of Derby Centre for Health and Clinical Research (www.derby.ac.uk).
References
- Gilbert, P. (1992). Depression: The evolution of powerlessness. Lawrence Erlbaum Associates; Guilford Press.
- Gilbert, P. (2000). The relationship of shame, social anxiety and depression: The role of the evaluation of social rank. Clinical Psychology & Psychotherapy, 7(3), 174–189. https://doi.org/10.1002/1097-4679(200007)7:3<174::AID-CPP236>3.0.CO;2-U
- Gilbert, P., Allan, S., & Trent, D. R. (1995). Involuntary subordination or dependency as key dimensions of depressive vulnerability. Journal of Clinical Psychology, 51(6), 740–752. https://doi.org/10.1002/1097-4679(199511)51:6<740::AID-JCLP2270510605>3.0.CO;2-9
- O’Connor, L. E., Berry, J. W., & Weiss, J. (1999). Interpersonal guilt, shame, and psychological problems. Journal of Social and Clinical Psychology, 18(2), 181–203. https://doi.org/10.1521/jscp.1999.18.2.181
- O’Connor, L. E., Berry, J. W., Weiss, J., & Gilbert, P. (2002). Guilt, fear, submission, and empathy in depression. Journal of Affective Disorders, 71(1–3), 19–27. https://doi.org/10.1016/S0165-0327(01)00407-3
- Parrott, W. G., & Smith, R. H. (1993). Distinguishing the experiences of envy and jealousy. Journal of Personality and Social Psychology, 64(6), 906–920. https://doi.org/10.1037/0022-3514.64.6.906
- Smith, R. H., & Kim, S. H. (2007). Comprehending envy. Psychological Bulletin, 133(1), 46–64. https://doi.org/10.1037/0033-2909.133.1.46
- Weiss, J. (1993). How psychotherapy works: Process and technique. Guilford Press.
Items of the Scale
Instructions: This is part of a study about emotions. Your answers to the following items are anonymous; please do not put your name on this questionnaire. Please answer each question using the response format presented below:
1 = Very untrue of me or strongly disagree
2 = Not true of me or disagree
3 = Sometimes true‚ sometimes not true or undecided
4 = True of me or agree
5 = Very true of me or strongly agree
Fear of Envy Items
- I fear others will not like me if I show I am too confident
- I don’t want others to think I’m a show off or too cocky
- People who have a lot are usually seen as selfish
- I think people would secretly resent me if they think I am better off than them
- I play down my abilities in case this makes others envious of me
- I don’t like to be seen as special in case others resent me for it
- People would not like me if they thought my life had been‚ or was much easier than theirs.
- If I show I am too confident this might show others up and be hurtful to them
- I often wonder if I deserve good things
- It can be hurtful to people to know they are not as talented as other people
Guilt Items
- I often worry that my gain may be someone else’s loss
- Sometimes‚ in order to get on‚ you have to take the risk of hurting others
- I’d rather avoid hurting someone than stand up for my rights
- If I could help others I would‚ even if others around me thought I was silly or wasting my time
- Caring for others is more important to me than getting on
- I would give up on what I wanted to do if I thought that to continue would make others unhappy
- I often feel sad when I see others suffering and wish I could do more to help
- Knowing that there is so much suffering in the world reduces the pleasure I get out of any good fortune that comes my way
- If I won a fortune on the lottery‚ I would feel guilt unless I could do good work with it and give a lot of it away
- I can’t understand how people with a lot of money are not motivated to give to the less fortunate
- I am prone to feel guilt if I secretly keep things I have got to myself