| Literature DB >> 35954083 |
Mazvydas Matukas1, Vytaute Starkute1,2, Egle Zokaityte1,2, Gintare Zokaityte2, Dovile Klupsaite2, Ernestas Mockus2, João Miguel Rocha3,4, Romas Ruibys5, Elena Bartkiene1,2.
Abstract
Nowadays, there are many sorts of beer, however, some of them, despite the good sensory and other quality indicators, could contain high concentrations of undesirable compounds, such biogenic amines (BA). The yeast strain (YS), used for fermentation, can cause desirable as well as undesirable changes in beer. The aim of this study was to evaluate the contribution of different YS (A-Saccharomyces cerevisiae var. diastaticus, B-Saccharomyces cerevisiae var. bayanus, C-Brettanomyces claussenii) on the main quality parameters of beer. In addition, the BA concentration and the volatile compounds (VC, measured by gas chromatography-mass spectrometry) and their relation with beer overall acceptability (OA, evaluated by 20 trained judges) and emotions induced for consumers were analysed. The YS was a significant factor on alcohol formation in beer (p = 0.0001). The highest colour intensity was shown by C beer (10.2 EBC), and the latter beer showed the lowest OA. All of the beer samples induced the highest intensity of the emotion "neutral", and the main VC of the beer were 3-methyl-1-butanol; L-α-terpineol; hexanoic acid 3-methylbutyl ester; and n-capric acid isobutyl ester. The highest total BAs content was found in beer fermented with C. Finally, all of the tested YS are suitable for beer production, however, taking into consideration the safety aspect of the beer, it should be mentioned that the highest concentration of BAs was found in beer fermented with C strain.Entities:
Keywords: beer; biogenic amines; emotions induced for consumers; volatile compounds; yeast
Year: 2022 PMID: 35954083 PMCID: PMC9368685 DOI: 10.3390/foods11152317
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Figure 1Principal technological scheme for the beer preparation.
Figure 2Analysis of the emotions induced by the beer using FaceReader 6 software (Noldus Information Technology, Wageningen, The Netherlands), and further scoring the eight emotion patterns: neutral, happy, sad, angry, surprised, scared, disgusted and contempt.
The dry matter content, density, pH, real degree of fermentation (RDF), apparent degree of fermentation (ADF), energy value, ethanol and methanol concentrations, colour intensity, and bitterness of the beer samples (A—beer fermented with Saccharomyces cerevisiae var. diastaticus; B—beer fermented with Saccharomyces cerevisiae var. bayanus; C—beer fermented with Brettanomyces claussenii).
| Parameters | Beer Samples | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| A | B | C | |||||||
| Duration of Maturation | |||||||||
| 1 Day | 30 Days | 90 Days | 1 Day | 30 Days | 90 Days | 1 Day | 30 Days | 90 Days | |
| Alcoholic grade (% | 7.67 ± 0.42 a,B | 7.95 ± 0.36 a,B | 8.14 ± 0.22 a,C | 6.55 ± 0.34 a,A | 6.55 ± 0.43 a,A | 6.56 ± 0.27 a,A | 7.32 ± 0.23 a,B | 7.49 ± 0.34 a,B | 7.65 ± 0.21 a,B |
| Dense materials, Plato % | 15.30 ± 0.40 a,A | 15.27 ± 0.24 a,A | 15.29 ± 0.33 a,A | 15.29 ± 0.35 a,A | 15.28 ± 0.15 a,A | 15.30 ± 0.20 a,A | 15.30 ± 0.21 a,A | 15.28 ± 0.32 a,A | 15.26 ± 0.24 a,A |
| Density, g/cm | 0.990 ± 0.007 a,A | 0.990 ± 0.005 a,A | 0.990 ± 0.006 a,A | 0.988 ± 0.003 a,A | 0.989 ± 0.005 a,A | 0.986 ± 0.004 a,A | 0.989 ± 0.005 a,A | 0.989 ± 0.003 a,A | 0.989 ± 0.002 a,A |
| Density, SG units | 1.00 ± 0.08 a,A | 1.00 ± 0.03 a,A | 1.00 ± 0.07 a,A | 1.01 ± 0.02 a,A | 1.01 ± 0.03 a,A | 1.01 ± 0.04 a,A | 1.01 ± 0.05 a,A | 1.01 ± 0.04 a,A | 1.00 ± 0.06 a,A |
| RDF, % | 76.66 ± 3.43 a,B | 79.47 ± 2.67 a,B | 81.29 ± 4.47 a,B | 65.57 ± 2.75 a,A | 65.58 ± 2.84 a,A | 65.59 ± 3.85 a,A | 73.22 ± 4.4 a,B | 74.90 ± 3.23 a,B | 76.52 ± 3.12 a,B |
| ADF, % | 92.83 ± 4.91 a,B | 96.48 ± 3.82 a,B | 98.85 ± 2.68 a,C | 78.58 ± 3.23 a,A | 78.6 ± 3.36 a,A | 78.61 ± 2.94 a,A | 88.38 ± 2.84 a,B | 90.55 ± 4.98 a,B | 92.65 ± 2.57 a,B |
| pH | 4.40 ± 0.03 a,B | 4.42 ± 0.02 a,B | 4.36 ± 0.04 a,B | 4.44 ± 0.04 a,B | 4.43 ± 0.03 a,B | 4.40 ± 0.02 a,B | 4.09 ± 0.02 a,A | 4.10 ± 0.03 a,A | 4.09 ± 0.01 a,A |
| TA (lactic acid), g/L | 1.00 ± 0.010 c,B | 0.800 ± 0.030 b,B | 0.700 ± 0.040 a,B | 0.400 ± 0.030 a,A | 0.400 ± 0.020 a,A | 0.400 ± 0.020 a,A | 2.10 ± 0.110 c,C | 1.80 ± 0.140 b,C | 1.40 ± 0.130 a,C |
| Colour intensity, EBC | 8.60 ± 0.07 a,A | 10.3 ± 0.19 c,A | 9.70 ± 0.07 b,B | 10.2 ± 0.04 a,B | 10.7 ± 0.05 b,C | 10.2 ± 0.03 a,C | 10.4 ± 0.04 b,C | 10.6 ± 0.05 c,B | 9.30 ± 0.06 a,A |
| Bitterness, BU | 37.3 ± 2.80 a,A | 35.8 ± 2.63 a,A | 33.5 ± 1.93 a,A | 34.2 ± 2.40 a,A | 34.3 ± 2.71 a,A | 34.1 ± 2.08 a,A | 35.7 ± 3.16 a,A | 38.4 ± 2.36 a,A | 35.7 ± 3.49 a,A |
| Energy value, kCal/100 mL | 58.0 ± 1.70 a,A | 58.0 ± 2.50 a,A | 58.0 ± 1.60 a,A | 59.0 ± 2.60 a,A | 59.0 ± 2.30 a,A | 59.0 ± 1.80 a,A | 58.0 ± 1.10 a,A | 58.0 ± 1.40 a,A | 58.0 ± 3.70 a,A |
| Energy value, kJ/100 mL | 241 ± 3.6 a,A | 240 ± 4.1 a,A | 240 ± 5.7 a,A | 243 ± 3.3 a,A | 243 ± 2.4 a,A | 243 ± 3.9 a,A | 241 ± 2.1 a,A | 241 ± 3.6 a,A | 241 ± 2.7 a,A |
Data expressed as mean values (n = 3) ± standard error (SE). a–c—mean values in line with beer samples fermented with the same yeast strain; A–C—mean values in line with beer samples fermented with a different yeast strain after the same duration of maturation; the means with different letters are significantly different (p ≤ 0.05). A—beer fermented with Saccharomyces cerevisiae var. diastaticus; B—beer fermented with Saccharomyces cerevisiae var. bayanus; C—beer fermented with Brettanomyces claussenii; RDF—real degree of fermentation; ADF—apparent degree of fermentation. SG units—specific gravity units; TA—titratable acidity.
Figure 3Pictures of the beer samples.
Overall acceptability and emotions induced for consumers by beer samples (A—beer fermented with Saccharomyces cerevisiae var. diastaticus; B—beer fermented with Saccharomyces cerevisiae var. bayanus; C—beer fermented with Brettanomyces claussenii).
| Beer Samples | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| A | B | C | |||||||
| Duration of Maturation | |||||||||
| 1 Day | 30 Days | 90 Days | 1 Day | 30 Days | 90 Days | 1 Day | 30 Days | 90 Days | |
| Overall acceptability from 10 (extremely like) to 1 (extremely dislike) | |||||||||
| 7.4 ±1.5 a,A | 8.1 ± 2.3 a,A | 8.0 ± 1.2 a,B | 8.1 ± 2.0 a,A | 8.4 ± 1.5 a,A | 7.4 ± 1.0 a,B | 6.9 ± 1.8 a,A | 7.7 ± 2.4 a,A | 5.2 ± 1.1 a,A | |
| Emotions induced by the beer (from 0 to 1) | |||||||||
| Neutral | 0.691 ± 0.015 a,A | 0.743 ± 0.016 b,A,B | 0.783 ± 0.036 b,B | 0.686 ± 0.042 a,A | 0.784 ± 0.051 b,B | 0.720 ± 0.029 b,A,B | 0.725 ± 0.020 b,A | 0.677 ± 0.012 a,A | 0.676 ± 0.020 a,A |
| Happy | 0.056 ± 0.010 b,B | 0.034 ± 0.011 a,B | 0.084 ± 0.009 c,B | 0.098 ± 0.011 c,C | 0.017 ± 0.002 a,A | 0.060 ± 0.014 b,A | 0.028 ± 0.004 a,A | 0.049 ± 0.007 b,B | 0.097 ± 0.013 c,B |
| Sad | 0.053 ± 0.008 c,A | 0.034 ± 0.006 b,A | 0.022 ± 0.002 a,A | 0.043 ± 0.004 b,A | 0.033 ± 0.005 a,A | 0.031 ± 0.003 a,B | 0.055 ± 0.008 b,A | 0.036 ± 0.003 a,A | 0.052 ± 0.004 b,C |
| Angry | 0.019 ± 0.003 a,A | 0.035 ± 0.004 b,A | 0.021 ± 0.002 a,A | 0.030 ± 0.004 a,B | 0.032 ± 0.005 a,A | 0.057 ± 0.008 b,C | 0.065 ± 0.009 b,C | 0.039 ± 0.007 a,A | 0.033 ± 0.004 a,B |
| Surprised | 0.025 ± 0.003 c,B | 0.013 ± 0.001 b,A | 0.007 ± 0.002 a,A | 0.019 ± 0.002 b,A | 0.018 ± 0.002 b,B | 0.005 ± 0.003 a,A | 0.018 ± 0.002 c,A | 0.010 ± 0.002 b,A | 0.004 ± 0.003 a,A |
| Scared | 0.016 ± 0.004 b,C | 0.016 ± 0.004 b,B | 0.004 ± 0.002 a,B | 0.004 ± 0.001 a,A | 0.013 ± 0.002 b,B | 0.007 ± 0.003 a,B | 0.008 ± 0.002 b,B | 0.008 ± 0.001 b,A | 0.002 ± 0.001 a,A |
| Disgusted | 0.024 ± 0.005 b,B | 0.014 ± 0.002 a,A | 0.012 ± 0.003 a,A | 0.024 ± 0.005 b,B | 0.012 ± 0.003 a,A | 0.009 ± 0.002 a,A | 0.013 ± 0.002 a,A | 0.021 ± 0.004 b,B | 0.019 ± 0.005 b,A |
| Contempt | 0.007 ± 0.003 a,A | 0.004 ± 0.002 a,A | 0.004 ± 0.002 a,A | 0.011 ± 0.002 b,A | 0.008 ± 0.002 b,A | 0.004 ± 0.001 a,A | 0.013 ± 0.002 b,A,B | 0.004 ± 0.002 a,A | 0.004 ± 0.001 a,A |
| Valence (from −1 to 1) | |||||||||
| −0.034 ± 0.007 b,B | −0.055 ± 0.009 a,A | 0.007 ± 0.003 c,B | 0.012 ± 0.006 c,C | −0.057 ± 0.007 a,A | −0.023 ± 0.008 b,A | −0.093 ± 0.012 a,A | −0.034 ± 0.006 b,B | 0.019 ± 0.007 c,C | |
Data expressed as mean values (n = 20) ± standard error (SE). a–c—mean values in line with beer samples fermented with the same yeast strain; A–C—mean values in line with beer samples fermented with different yeast strains after the same duration of maturation; the means with different letters are significantly different (p ≤ 0.05). A—beer fermented with Saccharomyces cerevisiae var. diastaticus; B—beer fermented with Saccharomyces cerevisiae var. bayanus; C—beer fermented with Brettanomyces claussenii.
Influence of the analysed factors and their interaction on overall acceptability and emotions induced for consumers by beer samples.
| Factor | Dependent Variable |
|
|---|---|---|
| Yeast strain used for fermentation | OA | 0.225 |
| neutral | 0.0001 | |
| happy | 0.998 | |
| sad | 0.0001 | |
| angry | 0.0001 | |
| surprised | 0.0001 | |
| Duration of maturation | OA | 0.377 |
| neutral | 0.001 | |
| happy | 0.0001 | |
| sad | 0.0001 | |
| angry | 0.579 | |
| surprised | 0.0001 | |
| Yeast strain used for fermentation | OA | 0.767 |
| neutral | 0.0001 | |
| happy | 0.0001 | |
| sad | 0.0001 | |
| angry | 0.0001 | |
| surprised | 0.0001 |
p—significance, analysed factors and their interaction is significant, when p ≤ 0.05.
The main volatile compounds of the beer samples (A—beer fermented with Saccharomyces cerevisiae var. diastaticus; B—beer fermented with Saccharomyces cerevisiae var. bayanus; C—beer fermented with Brettanomyces claussenii).
| VC, % from the Total VC Content | Beer Samples | Correlations (r) and Their Significance ( | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| A | B | C | between OA and VC | between ‘H’ and VC | ||||||||
| Duration of Maturation | ||||||||||||
| 1 Day | 30 Days | 90 Days | 1 Day | 30 Days | 90 Days | 1 Day | 30 Days | 90 Days | ||||
| 3-methyl-1-butanol | 10.52 a,B | 18.0 b,B | 20.56 b,B | 14.41 a,C | 15.69 a,A | 21.67 b,B | 8.47 a,A | 14.95 b,A | 17.11 b,A | r |
| 0.317 |
|
|
| 0.108 | ||||||||||
| Styrene | 4.26 a,B | 6.13 a,B | 5.64 a,B | 9.25 a,B | 11.89 a,C | 11.97 a,C | 1.93 b,A | 3.28 c,A | 0.992 a,A | r | 0.131 | 0.067 |
|
| 0.515 | 0.740 | ||||||||||
| β-myrcene | 1.14 b,A | 1.06 b,A | 0.718 a,A | 1.43 b,A | 1.38 b,A | 0.820 a,B | 1.47 b,A | 1.42 b,A | 0.911 a,C | r | −0.193 |
|
|
| 0.336 |
| ||||||||||
| Hexanoic acid, ethyl ester | 1.10 a,A | 1.41 a,B | 1.26 a,B | 2.33 a,B | 3.08 b,C | 3.91 b,C | 0.931 b,A | 0.599 a,A | 0.541 a,A | r | −0.130 | −0.197 |
|
| 0.517 | 0.324 | ||||||||||
| 2-Methylbutylbutanoate | 2.82 a,B | 2.89 a,A | 3.06 a,A,B | 1.91 a,A | 2.82 b,A | 3.95 c,B | 2.86 a,B | 2.82 a,A | 2.49 a,A | r |
| −0.228 |
|
|
| 0.252 | ||||||||||
| L-α-Terpineol | 24.7 a,A | 26.9 a,C | 23.6 a,B | 19.6 b,A | 20.4 b,A | 16.9 a,A | 22.3 a,A | 24.5 a,B | 24.7 a,B | r | 0.319 | 0.034 |
|
| 0.104 | 0.867 | ||||||||||
| Decanal | 1.04 b,B | 0.353 a,A | 0.476 a,A | 0.513 a,A | 0.969 b,C | 0.857 b,B | 1.28 b,B | 0.582 a,B | 0.375 a,A | r | 0.354 | −0.068 |
|
| 0.070 | 0.736 | ||||||||||
| Acetic acid, octyl ester | 0.682 b,A | 0.430 a,A | 0.357 a,A | 0.750 b,B | 0.607 b,B | 0.357 a,A | 0.986 c,C | 0.682 b,B | 0.504 a,B | r | 0.178 | −0.183 |
|
| 0.373 | 0.360 | ||||||||||
| Hexanoic acid 3-methylbutyl ester | 0.702 a,B | 0.705 a,B | 0.803 b,B | 0.411 a,A | 0.377 a,A | 0.355 a,A | 1.81 b,C | 0.796 a,B | 1.28 b,C | r |
| 0.052 |
|
|
| 0.797 | ||||||||||
| Hexanoic acid 2-methylbutyl ester | 21.2 b,A | 15.2 a,A | 15.6 a,B | 22.5 A | 16.7 b,A | 10.4 a,A | 27.1 b,B | 19.9 a,B | 20.6 a,C | r | 0.049 | −0.297 |
|
| 0.809 | 0.132 | ||||||||||
| Acetic acid, 2-phenylethyl ester | 3.59 a,B | 4.75 b,B | 4.53 b,B | 2.32 a,A | 2.88 a,A | 4.76 b,B | 3.21 a,B | 4.05 b,B | 3.38 a,A | r | 0.259 | −0.076 |
|
| 0.191 | 0.706 | ||||||||||
| Ethyl trans-4-decenoate | 1.50 a,B | 1.68 a,B | 1.85 a,B | 1.47 a,B | 1.67 a,B | 2.31 b,C | 0.531 a,A | 0.739 b,A | 0.715 b,A | r |
| 0.131 |
|
|
| 0.516 | ||||||||||
| Ethyl 9-decenoate | 1.21 a,A | 1.70 b,A | 1.79 b,A | 1.84 a,B | 2.24 a,B | 2.08 a,B | 1.64 a,A,B | 2.25 b,B | 2.31 b,B | r | 0.101 | 0.223 |
|
| 0.616 | 0.264 | ||||||||||
| Caryophyllene | nd | 0.375 a | 0.644 b,A | nd | nd | 0.740 A | nd | nd | 1.06 B | r | 0.184 | 0.171 |
|
| 0.358 | 0.394 | ||||||||||
| α-humulene | nd | nd | nd | nd | nd | nd | nd | 1.48 a | 2.43 b | r | −0.344 |
|
|
| 0.079 |
| ||||||||||
| n-Capric acid isobutyl ester | 10.3 b,B | 4.94 a,A | 4.24 a,A | 6.17 b,A | 4.97 a,A | 4.33 a,A | 11.1 b,B | 8.57 a,B | 7.28 a,B | r | −0.073 | −0.047 |
|
| 0.717 | 0.815 | ||||||||||
| Ethyl dodecanoate | 5.91 a,C | 7.75 b,C | 8.76 c,C | 3.89 a,B | 4.71 b,A | 6.21 c,B | 2.91 a,A | 3.95 b,A | 4.75 c,A | r | 0.308 | 0.167 |
|
| 0.119 | 0.404 | ||||||||||
Data expressed as mean values (n = 5). nd—not determined; OA—overall acceptability; VC—volatile compound; ‘H’—emotion ‘happy’ detected by FaceReader. a–c—mean values in line with beer samples fermented with the same yeast strain; A–C—mean values in line with beer samples fermented with different yeast strains after the same duration of maturation; the means with different letters are significantly different (p ≤ 0.05). r—Pearson correlation coefficient; p—significance; *—correlation is significant at the 0.05 level (2-tailed); ** Correlation is significant at the 0.01 level (2-tailed). Significant correlations are marked in bold letters. A—beer fermented with Saccharomyces cerevisiae var. diastaticus; B—beer fermented with Saccharomyces cerevisiae var. bayanus; C—beer fermented with Brettanomyces claussenii.
Influence of the analysed factors on beer volatile compounds formation.
| Dependent Variable | Significance ( | ||
|---|---|---|---|
| Yeast Strain Used for Fermentation | Duration of Maturation | Yeast Strain Used for Fermentation | |
| 3-methyl-1-butanol | 0.156 |
| 0.539 |
| Styrene |
|
|
|
| β-Myrcene | 0.256 |
| 0.455 |
| Hexanoic acid, ethyl ester |
| 0.107 |
|
| 2-Methylbutylbutanoate | 0.974 | 0.307 |
|
| L-α-Terpineol | 0.375 | 0.619 | 0.637 |
| Decanal |
|
| 0.062 |
| Acetic acid, octyl ester | 0.054 |
| 0.505 |
| Hexanoic acid 3-methylbutyl ester |
|
|
|
| Hexanoic acid 2-methylbutyl ester |
|
| 0.337 |
| Acetic acid, 2-phenylethyl ester |
| 0.152 | 0.886 |
| Ethyl trans-4-decenoate |
| 0.089 | 0.722 |
| Ethyl 9-decenoate |
|
|
|
| Caryophyllene |
|
| 0.093 |
| α-humulene |
|
|
|
| n-Capric acid isobutyl ester |
|
|
|
| Ethyl dodecanoate |
|
| 0.121 |
Influence of factor and factors interaction is significant when p ≤ 0.05. Significant correlations are marked in bold letters.
Biogenic amines concentration of the beer samples (A—beer fermented with Saccharomyces cerevisiae var. diastaticus; B—beer fermented with Saccharomyces cerevisiae var. bayanus; C—beer fermented with Brettanomyces claussenii).
| Biogenic Amines Concentration, mg/kg | Beer Samples | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| A | B | C | |||||||
| Duration of Maturation | |||||||||
| 1 Day | 30 Days | 90 Days | 1 Day | 30 Days | 90 Days | 1 Day | 30 Days | 90 Days | |
| Tryptamine | 42.95 ± 5.63 a,A | 75.34 ± 8.62 b,A | nd | 60.56 ± 9.37 a,B | 66.46 ± 7.03 a,A | nd | 60.92 ± 7.21 a,B | 69.51 ± 5.63 b,A | nd |
| Phenylethylamine | 18.51 ± 1.29 a,A | 24.46 ± 3.41 b,A | 35.37 ± 3.72 c,A | 22.99 ± 4.54 a,A,B | 30.54 ± 2.15 b,B | 36.95 ± 5.02 b,A | 23.13 ± 2.07 a,A | 29.31 ± 1.29 b,A,B | 57.73 ± 5.41 c, B |
| Putrescine | nd | nd | 17.58 ± 2.9 A | nd | 22.27 ± 2.51 a,A | 20.12 ± 2.13 a,A | nd | 348.93 ± 9.78 b,B | 305.1 ± 8.52 a,B |
| Cadaverine | nd | nd | nd | nd | nd | nd | nd | 223.8 ± 14.2 b | 182.5 ± 11.3 a |
| Histamine | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| Tyramine | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| Spermidine | nd | nd | nd | nd | nd | nd | nd | nd | nd |
| Spermine | nd | nd | nd | nd | nd | nd | nd | nd | nd |
Data expressed as mean values (n = 3) ± standard error (SE); nd—not determined. a–c—mean values in line with beer samples fermented with the same yeast strain; A–C—mean values in line with beer samples fermented with different yeast strains after the same duration of maturation; the means with different letters are significantly different (p ≤ 0.05). A—beer fermented with Saccharomyces cerevisiae var. diastaticus; B—beer fermented with Saccharomyces cerevisiae var. bayanus; C—beer fermented with Brettanomyces claussenii.
Correlation between biogenic amines concentration in beer samples and beer overall acceptability and emotions induced for consumers.
| Pearson Correlation and Significance | Tryptamine | Phenylethylamine | Putrescine | Cadaverine | |
|---|---|---|---|---|---|
| Overall acceptability | Pearson Correlation | 0.382 * | 0.028 | −0.269 | −0.252 |
| Sig. (2-tailed) | 0.049 | 0.890 | 0.175 | 0.205 | |
| Emotion “neutral” | Pearson Correlation | 0.021 | 0.151 | −0.515 ** | −0.545 ** |
| Sig. (2-tailed) | 0.916 | 0.453 | 0.006 | 0.003 | |
| Emotion “happy” | Pearson Correlation | −0.552 ** | 0.361 | 0.241 | 0.233 |
| Sig. (2-tailed) | 0.003 | 0.065 | 0.226 | 0.242 | |
| Emotion “sad” | Pearson Correlation | 0.205 | −0.264 | 0.124 | 0.156 |
| Sig. (2-tailed) | 0.304 | 0.183 | 0.538 | 0.439 | |
| Emotion “angry” | Pearson Correlation | 0.100 | 0.025 | −0.015 | −0.008 |
| Sig. (2-tailed) | 0.620 | 0.903 | 0.940 | 0.967 | |
| Emotion “surprised” | Pearson Correlation | 0.647 ** | −0.588 ** | −0.501 ** | −0.459 * |
| Sig. (2-tailed) | 0.0001 | 0.001 | 0.008 | 0.016 |
** Correlation is significant at the 0.01 level (2-tailed). * Correlation is significant at the 0.05 level (2-tailed).