Tracing Verbal Aggression and Facework Strategies Over Time

Dawn Archer and Bethan Malory explore the tracing of verbal aggression and other facework strategies over time using themes from the Historical Thesaurus of English. They utilize automated content analysis tools to analyze datasets from various historical periods and propose solutions for prioritizing potential face aggression indicators within semantically tagged historical datasets.

• Verbal Aggression
• Facework Strategies
• Historical Thesaurus
• Automated Content Analysis
• Pragmatic Phenomena

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1. TRACING VERBAL AGGRESSION [AND OTHER FACEWORK STRATEGIES] OVER TIME, USING THEMES DERIVED FROM THE HISTORICAL THESAURUS OF ENGLISH Dawn Archer and Bethan Malory

2. Previous work Confirmed that automated content analysis tools (Wmatrix3) can be used to trace pragmatic phenomena such as verbal aggression (Archer, 2014) Archer (2104) procedure: Prioritization of SIX semtags Q2.2 (speech acts), A5.1+/- ( good/bad evaluation), A5.2+/- ( true/false evaluation), E3- ( angry/violent ), S1.2.4+/- ( im/politeness ), and S7.2+/- ( respect/lack of respect ) as opposed to, e.g., focussing on most frequent words / statistical key words Use of expand context facility to re-contextualise PFAIs (= potential face aggression indicators )

3. Underlying assumption That tools such as Wmatrix3 are usable in this way because a semantic field and a pragmatic space are both understood and analysed in relation to neighbouring expressions (Jucker & Taavitsainen, 2000: 74)

4. Teething problems experienced Time intensive because of targeting individual semtags within a given dataset (as opposed to combinations of ) Tagset s basis in The Longman Lexicon of Contemporary English (McArthur, 1981) sometimes led to a mis-assignment of words which have been subject to significant semantic change over time (e.g., politely used to describe the deftness with which a thief picked his victim s pocket!)

5. Proposed solutions? Prioritizing of PFAIs within portmanteau strings (= for semtags specifically) Tagging historical datasets semantically, using new themes derived from the Historical Thesaurus of the Oxford English Dictionary (HTOED). Identified as part of SAMUELS (AHRC/ESRC funded project, Grant Ref AH/L010062/1). Identification of meaning chain[s] , i.e., sequences of themes (PLUS semtags and/or POS) analogous to DNA strings.

6. Meaning chains Verbal aggravation, conflict, impoliteness, etc., made up of specific combinations of semantic fields and POS DNA string (made up of combinations of A/T, C/G base pairs)

7. Datasets analysed Source of sub-corpora EEBO Hansard Commons Periods covered 1678-1681 War of 1812 (1stJune 1812-1stMarch 1815) 1880 General Election (1stApril 1879-30thApril 1880) WW1 (28thJune 1914-28thJune 1919) Winter of Discontent (1stJuly 1978-30thApril 1979) War of 1812 (1stJune 1812-1stMarch 1815) 1880 General Election (1stApril 1879-30thApril 1880) WW1 (28thJune 1914-28thJune 1919) Winter of Discontent (1stJuly 1978-30thApril 1979) Hansard Lords

8. SOME RESULTS

9. Sub-corpus War of 1812 (Hansard Lords) 1880 General Election (Hansard Lords) WW1 Winter of Discontent (1979) (Hansard Lords) (Hansard Lords) size Frequencies of PFAI semtags A5.1+ (411), A5.1++ (101), A5.1+++ (117), A5.1+/A2.1 (52), A5.1+/A2.2 (4), A5.1- (67), A5.1--- (14), X2.1/A5.1- (12), A5.1-/A2.1 (4), A5.1 (2), A5.1 (10) A5.1+ (7945), A5.1+++ (1730), A5.1++ (1352), A5:1+/A2:1 (1264), N3:2/A5:1+ (16), A5:1+/A8 (14), A5.1- (1074), A5.1--- (369), X2:1/A5:1- (196), A5.1 (164), A5:1- /A2:1 (83), S7:1+/A5:1- (48), A5:1- /A2:2 (15), X4:1/A5:1- (5). A5.1 (350) A5.1+ (15795), A5.1+++ (3846), A5.1++ (3256), A5:1+/A2:1 (1698), N3:2/A5:1+ (88), X2:6/A5:1+/S1:2 (40), X2:6+/A5:1+ (37), A5:1+/A2:2 (33), A5:1+/A8 (26), X2:6+/A5:1+mf (10), X2:1/A5:1+++/S2mf (4), A5:1+/Q2:2 (2), X2:1/A5:1+++ (2), A5.1- (1992), X2:1/A5:1- (623), A5:1--- (546), A5:1-- (293), A5:1-/A2:1 (131), X2:6/A5:1- (23), A5:1-/A2:2 (11), X4:1/A5:1- (6), A5:1-/A6 (1), A5:1--/A2:2 (3), S7:1+/A5:1- (3), S9/A5:1- (2), A5.1 (869), A5:1+/Q2:2 (1) A5.1+ (7975), A5.1++ (2014), A5.1+++ (1999), A5:1+/A2:1 (1911), X2:6+/A5:1+ (46), N3:2/A5:1+ (45), X2:6/A5:1+/S1:2 (44), A5:1+++/A2:2 (32), A5:1+/A8 (25), A5:1+/A2:2 (24), X2:1/A5:1+++ (7), X2:1/A5:1+++ (7), A5:1+++/S5+c (6), X2:6+/A5:1+mf (5), A5:1+++/S2mf (4), Y1/A5:1+++ (4), X2:6+/A5:1+/N5:2+ (3), A5:1+++/A4:1 (2), A5:1+++/X4:1 (2), X2:1/A5:1+++/S2mf (2), X2:6/A5:1+mf (2). A5.1- (1515), A5:1--- (330), X2:1/A5:1- (272), A5:1 (198), A5:1-/A2:1 (123), X2:6/A5:1- (27), A5:1-/A2:2 (26), A5:1--/A2:2 (23), X4:1/A5:1- (7), A5:1-/A6 (4), A5:1-/S2:1f (2), S1:2/A5:1- (2), A5.1 (1307), A5:1/A6:1- (10), A5:1/N6+ (8) A5.2+ (6823), A5:2+/A8 (57), A5.2- (1866), A5:2-/A8 (25), A5:2-/X2:1 (23), G2:2-/A5:2- (23), A5:2-/Q2:2 (22), A10+/A5:2- (15), Q1:2/A5:2- (13), A5:2-/X2:2 (6), A5:2-/S2mf (3), Q2:1/A5:2- (3), A5:2++ (2 ), A5:2- /G2:1- (2) E3-, E3-/Q2:2 (268), E3-/S2mf (20), E3-/O1 (13), E3- /S1:2 (10), A1:1:2/E3- (5), E3-/A1:1:2 (3), G2:1-/E3- (3) Q2.2 (44767), Q2:2/E3- (1038 ), Q2:2/E2- (1010 ), Q2:2/Z6 (572), Q2:2/S1:2:4+ (280), S8+/Q2:2 (127), Q2:2/G2:2- (100), Q2:2/A5:2 (97), N5:2+/Q2:2 (95), Q2:2/S1:2:4- (92), Q2:2/A5:2- (87), Q2:2/A6:1- (29), A6:1-/Q2:2 (26), A11:1-/Q2:2 (25), A2:1/Q2:2 (19), Q2:2/G2:2 (17), E2-/Q2:2 (15), Q2:2/X3:2++ (14), Q2:2/A5:2+ (10), S1:2:3+/Q2:2 (9), A7-/Q2:2 (7), G2:1- /Q2:2 (6), Q2.2- (6), Q2:2/A5:3- (5), Q2:2/E4:1- (3), Q2:2/E4:1+ (2), Q2:2/X3:2- (2), G2:1/Q2:2 (1), Q2:2/X3:2- (2), Q2:2/X7- (2), Q2:2/E4:2- (1) S1.2.4+ (2578), S1.2.4- (127), S1:2:4-/Q2:2 (8), S1.2.4 (1) S7.2+ (1529), S7:2+/Q2:2 (69), S7:2+/S2mf (13) S7.2- (191) Portmanteau tags A5.2+ (212), A5.2- (49), A10+/A5.2- (2), Q1.2/A5.2- (2) A5.4+ (101) A5.2+ (4355), A5.2+++ (3), A5.2- (599), A10+/A5:2- (14), Q1:2/A5:2- (11), A5:2-/X2:1 (9), A5:2-/A8, (7), G2:2-/A5:2- (7), Q2:1/A5:2- (3), A5:2-/Q2:2 (2), A5:2-/X4:1 (2), A5:2/A7 (2) A5:2-/Q2:2 (9) E3- (4588), E3-/Q2:2 (186), A1:1:2/E3- (70), E3- /S1:2 (18), E3-/S7:1 (17), E3-/S2mf (11), E3-/O1 (10), E3 (7), S7:3+/E3- (3), E3-/A1:1:1 (2), E3- /S1:1:2+ (2), E3 (1) E3- (81), E3-/Q2:2 (7), E3-/S7:1 (6) E3- (2847), E3-/Q2:2 (190), E3-/S7:1 (134), E3-/O1 (11), A1:1:2/E3- (3), S7:3+/E3- (3), E3-/S2mf (2) Q2.2 (67383), Q2:2/E2- (2375), Q2:2/E3- (1399), Q2:2/Z6 (1182), Q2:2/A10+ (695), Q2:2/S2mf (463), N5:2+/Q2:2 (386), Q2:2/A5:2 (241), Q2:2/G2:2- (184), Q2:2/S1:2:4- (145), S8+/Q2:2 (144), Q2:2/S1:2:4+ (134), Q2:2/A6:1- (94), Q2:2/A5:2- (78), A6:1-/Q2:2 (66), Q2:2/G2:2 (59), Q2:2/G2:1 (44), A11:1-/Q2:2 (41), S1:2:3+/Q2:2 (30), E2-/Q2:2 (16), Q2:2/X3:2- (14), G2:1/Q2:2 (2), Q2:2/S6+ (7), Q2:2/X3:2++ (7), Q2:2/X7- (5), G2:2-/Q2:2 (3), A1:2:4-/Q2:2 (2), A6:2-/Q2:2 (2). Q2:2/A5:1- (1) Q2.2 (1396), Q2:2/Z6 (39), Q2:2/E2- (32), Q2:2/E3- (31), Q2.2/A5.2 (12), Q2:2/S1:2:4- (9), S1:2:3+/Q2:2 (8), A6:1-/Q2:2 (6), Q2.2/A5.2- (6), A2:1/Q2:2 (4), Q2:2/T1:1: 3 (4), Q2:2/A6:1- (3), Q2.2/S1.2.4+ (3), A10-/Q2:2 (2), Q2.2/G2.2- (2) S1.2.4+ (76), S1.2.4- (4) Q2:2 (32380), Q2:2/E2- (1145), Q2:2/E3- (592), Q2:2/A5:2 (244), Q2:2/Z6 (995), Q2:2/S1:2:4- (158), Q2:2/G2:2- (111), Q2:2/A6:1- (45), Q2:2/G2:2 (44), A6:1-/Q2:2 (38), Q2:2/S1:2:4+ (35), S1:2:3+/Q2:2 (30), Q2:2/A5:2-(24), A2:1/Q2:2 (15), A11:1-/Q2:2 (10), E2-/Q2:2 (7), G2:2-/Q2:2 (7), Q2:2/X3:2- (7), E6+/Q2:2 (5) S1.2.4+ (1418), S1.2.4- (242), S1:2:4-/Q2:2 (10), S1.2.4 (2) S7.2+ (2531), S7:2+/Q2:2 (109), S7:2+/S2mf (11), S7.2- (206), S7:2-/Q2:1 (2), S9/S7:2- (2) S1.2.4+ (718), S1.2.4- (126), S1:2:4- /Q2:2 (14), S1.2.4 (3) S7.2+ (1382), S7:2+/Q2:2 (61), S7:2+/S2mf (11) S7.2- (227) S7.2+ (125), S7:2+/Q2:2 (19), S7.2- (17)

10. Archers (2015) Facework Scale FEA as (or becoming) primary goal of S FEA recognised by H FTA as (or becoming) primary goal of S FTA recognised by H P R O T O T Y P I C A L I Incidental i.e., no tangible/ planned intent to enhance or to aggravate face Ambiguous -as-to S s FT intent Ambiguous -as-to S s FE intent M P O L I T E N E S S Intentional Intentional i.e., primary intent is to enhance face i.e., primary intent is to attack/threaten face = acting according to norms of role, context, etc. due to [potential] multiple goals due to [potential] multiple goals Accidental offenses committed by S Inc. H-constructed offenses (?)

11. = speech relating to/signalling respect Facework strategies involving glorifi* (S7.2+/Q2.2) If I may be allowed to say so with great respect to the gentleman who is to be, as I understand, the new Minister, the Minister of Reconstruction is going to be a glorified Under-Secretary of the Prime Minister (WW1, H Lords, S5LV0026P0_00787) I think in the minds of all of us is that it demands in the foreground and in the background the support of public opinion: I have never been addicted to undue glorification of public opinion, because I have very often found myself a minority; I have never been addicted to a glorification of the infallibility of public opinion: But public opinion is not half as fallible as the individual opinion of Monarchs, Pontiffs, or even Prime Ministers: It is the root of the matter that the Government must lean on public opinion, good or bad: Then I ask how in the world are you to get and lean upon a free, full, and correct public opinion unless the public has free [ ] (WWI, Hansard Lords, S5LV0020P0_00321)

12. Using HTOED themes to trace FTAs --- FEAs AO18a (Hostile action/attack) AR45g (Bias, prejudice, intolerance) AS14e (Denunciation, invective) AO21c AO22d (Bad behaviour) AP03b AP03b03 (disharmony, incongruity) AS14a (Derision, ridicule, mockery) AT20 AR21a (hair-splitting, quibbling) AS14b (Disrespect, disfavour, insult) AU22 AR:33:a (nonsense, rubbish) AU:45 (Violent action) AS06 (Accusation, charge) AS15b01 (Disorder) AS14 AS06a (Disproof) AT10a (Contempt) AT14 (Accursedness, cursing) (Cowardice) AU:46:a (Slander, calumny) (Ruffianly conduct) AU32 (Spitefulness, ill-will) (Displeasure) (Intimidation) AU23 (Annoyance, vexation) AX24 (Denial, dissent) AU25 AU40a AV04b02 (Obstinacy, stubbornness) BB10a (Unruliness) AX13 (Protest, remonstrance) BB10a01 (Disorder/riot) BC:06:b (Anger) AX26 (Malediction) (Hostility, enmity) BA05 (Attack) (Humiliation) BB09d03 (Compulsion) (Lawlessness) BD:05:g:02.* (Unchastity ) BD:05:g:03.* (Moral/spiritual impurity ) AI:16:f.* AR37.* AR22.* (Lack of understanding) AO21d AC:01:g.* AR24a & b (oafishness & foolishness) AS07 (Evaluation, estimation, appraisal) AY:06:b:03.* AY:06:b:04.* (a low/vulgar) (b lout/boor) AX14 (Ignorance) BB09d02a (mental illness) AO22c (socially inferior) AS12b (Good behaviour) (Respect) (Agreement, consent) (Submission) (Dirtiness ) (lack of violence/ severity/ intensity)

13. AY:06:b:04:b.* (lout/boor) [ ] who was speaking, as he said, for the other Members of the EEC: I believe that the Government may find that they have caused more damage to Britain by this tiff than any advantage likely to be gained by separate representation at this conference: My Lords, the right honourable gentleman the Prime Minister has recently been delving into anthropology: He has made some barbed references to Piltdown Man and, for that reason, I can not refrain from pointing out that at the moment he appears to be giving a good imitation of Neanderthal Man, beating his breast as a way of expressing his willingness to trust and co-operate with his neighbours: If it is any consolation, Neanderthal Man is described in an encyclopaedia as the most primitive known European (HL, S5LV0366P0_01278)

14. Not in the theme(s) name calling? 01.02.01.02.01.03 (n) - 01 Mental Deficiency (e.g. natural fool, idiot) 02.01 Person(e.g. moron) 01.03.02.06.02 (n) Homosexuality 07.01 Male(e.g., fairy, faggot, fruit, queer, gingerbeer) 01.05.05.21.05.06 (n) Violent Behaviour 02 Person (e.g., tyrant, ruffian, bully, hooligan, yobo) 01.05.05.22.02.01 (n) 06.02.01 With Skill to Hide/Deceive 06.02.11 (e.g. slyly) 01.05.05.22.01.01 (n) cunning 02.07.06/10.14 (n) poor person of any colour [contempt.] (e.g., nigger) 02.01.09.06 (n) Stupid/Foolish/Inadequate person 02.01.09.06.01 (n) Stupid Person, Dolt, Blockhead 02.01.09.06.01.01 (n) Lout, Oaf, Booby(e.g., brute) 02.01.09.06.02 (n) Foolish Person, Fool 02.01.09.06.02.01 (n) Fool, Simpleton 02.01.09.06.03 (n) 03 Simpleton 04 Idiot, Crazy Person(e.g. ratbag, ding-a-ling, flake) 02.01.12.07 (n) Want of Knowledge/Ignorance 06 Ignorant Person(e.g., know-nothing) OTHERS ?

15. AR:24:a.* []* PPY (you) No one who has done any ordinary grass-roots canvassing, would deny that at least four out of every five votes are cast against something or somebody, rather than for anything: This is how we have to behave under an electoral system which was described yesterday by The Times as "a lethal gamble": This rough, oafish game depends essentially upon fear: You have to frighten people into believing that the other lot are going to be even worse than you have already shown yourselves to be, and in order to pull off this propaganda trick you need bugaboos or bogeymen: You need a name to make the flesh creep: The late and very much respected Aneurin Bevan served the party opposite in that capacity very well for some time: Once, noble Lords may remember, in a lean year they had to make do with Harold Laski: But look what the Wembley conference has given them (HL, S5LV0417P0_01590)

16. Observation respecting new themes? As THEMEs are more detailed than SEMTAGs, a single ht_thm will tend to provide many genuine examples of FTAs/FEAs Theme Results returned 2,462 853 387 252 543 Theme Results returned 161 3,828 2,154 3,619 1,751 1,061 Contempt [AS:14] Badbehaviour [AO:22:d] Derision, ridicule, mockery [AS:14:a] Denunciation, invective [AS:14:e] Disrespect, disfavour, insult [AS:14:b] Lack of violence[ ] [AO21d] Good behaviour [AO:22:c] Evaluation, estimation, appraisal [AS:07] Agreement, consent [AX:14] Respect [AS:12:b] Respect [(AS:23:b) & (pos != W )] Winter of Discontent, Hansard Commons

17. GRAPH Hansard Commons Showing number of instances per million words of individual HT themes relating to the four Hansard Commons sub-corpora 800 700 600 500 400 300 200 100 0 Bad behaviour Contempt Bias, prejudice, intolerance Displeasure Annoyance, vexation 1812 1880 WWI WoD

18. GRAPH Hansard Lords Showing number of instances per million words of individual HT themes relating to the four Hansard Lords sub-corpora 700 600 500 400 300 200 100 0 Bad behaviour Contempt Bias, prejudice, intolerance Displeasure Annoyance, vexation 1812 1880 WWI WoD

19. GRAPH EEBO (Popish Plot 1678-71) Showing number of instances per million words of individual HT themes 900 800 700 600 500 400 300 200 100 0

20. Another observation re: themes? They may reveal potential differences in levels of pragmatic phenomena, e.g. aggression, across our datasets. The graph below shows number of instances per million words of individual HT themes across all datasets (Hansard and EEBO). 900 800 700 600 500 400 300 200 100 0 Popish Plot 1812 1880 WWI WoD Bad behaviour Contempt Bias, prejudice, intolerance Displeasure Annoyance, vexation

21. SOME EXAMPLES OF DIFFERENT TYPES OF FACEWORK STRATEGIES

22. Example using AX:13. (protest) What we seem to have now in this report is a report from the Procedure Committee, wanting to go over the whole principle again: This really is not good enough, and I strongly protest and say that the House should not be treated in this way by one of its Committees and that an offer honestly made and honestly accepted by those who had worked hard on the Select Committee on Practice and Procedure should not take so long to be carried out: Indeed, it seems that it is going to be two or three years before a simple recommendation of one experiment is put into effect: I personally do not agree to accepting this Report from the Committee: It is time the House itself had in front of it (HL, WOD, S5LV0396P0_00994)

23. Example using AR:21:a. (hair-splitting, quibbling) If I may say so, though perhaps it is discourteous to suggest it, this was professional jealousy or perhaps just a subtle red herring by the noble Lord who is speaking on behalf of the Government: One has, of course, enormous respect for the Law Societies of Scotland and England: From the consumer's point of view , they have done a tremendous service, and indeed their members also do a tremendous service: But what they are not qualified for, quite frankly, is to be valuers: That is the simple argument: I do not intend to press this case on solicitors tonight, but I would ask your Lordships to look (HL, WOD, S5LV0399P0_00503)

24. STRATEGIC FEA AND FTA ? AO:21:d violence/severity (lack of) My hon: Friend the Member for Brent, South (Mr: Pavitt) was quite right to castigate the right hon Member for Wanstead and Woodford (Mr: Jenkin): He made not even a veiled attack but an open, unconcealed attack on the trade unions, separately and collectively: As a sponsored Member, I take very strong exception to those attacks: There is no more responsible or moderate trade union operating within the Health Service than the Confederation of Health Service Employees: It is dedicated to the preservation and improvement of the NHS, and nowhere more so than in the mental health service, the Cinderella of the Service (HC, WoD, S5CV0953P0_00595_xml)

25. Examples of FTAs using AS:14:a.* [derision/ridicule/mockery] EEBO I think no man can doubt the verity of it [the Plot]: Indeed at the first many thought to cast a suspicion upon what Oates and Bedlow inform 'd, as being two persons of an idle life and conversation; but how ridiculous is this? As if such Rogues would trust such a Villany with honest men, or any but those that had been as bad as themselves; you might as well expect a Highway-man should go and acquiant my Lord Chief Justice, or my Lord of Canterbury, when he meant to commit the next Robbery; but a bad shift is better than none at all: So that from the nature of the Evidence, or credit of the Informants, no man can take exception against the Information either of Dr: Oates, Mr: Bedlow (A28432) the City of Paris had now declared it self his Enemy, and having derided and defamed his Name, had also gone on to conspire against his Person: that he knew very well that those Plots were contrived by strangers, and that the good people who were originally of the City consented not unto them, (A37246) ATTACK versus a report of ?

26. Collocates of [AS:14:a.*] (Derision/ridicule/mockery) Expected collocate frequency Observed collocate frequency N. Word Total no. in this subcorpus In no. of texts Log-likelihood is fun sneer makes it amount situation make at Members how Opposition position whole rather 1 126,968 36.229 118 111 118.145 2 33 0.009 8 4 94.104 3 17 0.005 5 5 60.938 4 1,281 0.366 12 11 60.689 5 89,126 25.431 73 70 59.834 8 1,759 0.502 7 7 23.94 9 3,961 1.13 9 9 21.65 10 9,272 2.646 13 10 20.742 12 28,245 8.06 21 17 14.42 13 12,814 3.656 13 13 14.338 14 5,576 1.591 8 7 13.048 15 4,475 1.277 7 7 12.396 16 3,869 1.104 6 5 10.538 17 4,142 1.182 6 5 9.875 18 3,138 0.895 5 3 9.003 into 19 9,061 2.586 8 8 7.259

27. Some [AS:14:a.*] example collocates blabber makes fun of jeer, scoff, derision ridiculous derisory ridiculous away on matters about which they think People outside the House have no respect for Members who got into this "referendums" situation, which rather the whole concept of the sovereignty of Parliament but the public and many firms understand this It is all right to sneer and but they are clearly not concerned about the Mr: Aitken Labour Members may throughout Europe and elsewhere a party which commits itself to such drivel is held in more I see of this Bill, the more I think how it is to waste the time of this House Whichever way one looks at it, that is a amount and is totally irrelevant in the context of pay is not permitted to the Ulster workers: That is a situation and one which I can not countenance from the OppositionBenches There is a better chance that It sounded good sense to me and I resented the remarks and barracking ridicule: ill-considered legislation merely brings Parliament and the law into disrepute and Question(s) still to be answered: representative of Hansard in general? Other datasets? Notice the tendency to use the third person to criticise others Notice, too, evidence of impression management

28. An issue: were still getting false positives Therefore experimenting once again with meaning chains e.g., combinations of: THEME(s) + SEMTAG, THEMEs, THEME(s) + POS, THEME + SEMTAG + POS

29. Winter of Discontent (Hansard Commons) ht_thm []* ht_thm ht_thm []* sem ht_thm []* pos Results returned 24 Results returned 462 Results returned 13 Bad behaviour [AO:22:d] []* [AT:10:a] Ruffianly conduct Bad behaviour [AO:22:d] []* [AP:03:b] Disorder Truthfulness/veracity [AR:39.*] []* [AP:03:b] Disorder Bad behaviour [AO:22:d] []* [Q2:2] Speech acts Disorder [AP:03:b] []* [Q2.2] Speech acts Truthfulness/veracity [AR:39.*] []* [Z6] negative Bad behaviour [AO:22:d] []* [PPY] You Disorder [AP:03:b] []* [PPY] You Truthfulness/veracity [AR:39.*] []* [Z6] []* [PPY] negative You 17 50 30 75 1809 23 60 24 20 Respect [AS:12:b.] []* [Z6] negative []* [PPY] You Respect [AS:12:b.] []* [AX:24.*] Denial/dissent [AS:12:b.] []* [AX:24.*] []* [Q2:2] Speech acts Contempt [AS:14.*] []* [PP.*] []* [AU:23.*] Pronouns Annoyance/vexation Evaluation/appraisal [AS:07.*] []* [Z6] negative 6 5 2,106 Contempt [AS:14.*] []* [AU:23.*] Annoyance/vexation Contempt [AS:14.] []* [PP.*] Pronouns 71 949 11 And 501 Evaluation/appraisal [AS:07.*"] []* [Z6] negative []* [PPY] You or [PPIS.*] I/we Respect [AS:12:b] []* [AO:22:c.] Good behaviour

30. but we need to be aware of the Mystery of vanishing reliability (Rissanen, 1989) Belief that annotations which are too detailed will probably tell us little in regard to more general language usage The positive side: meaning chains do eradicate many false positives. The flip side: they also seem to be eradicating genuine FTA/FEA examples. The answer? To continue experimenting with different codes and find a way of undertaking simultaneous searches of 4+ codes

31. INTENTIONAL (3rd person) FTA In my right honourable Friend 's reply to the right honourable Lady the Leader of the Opposition, was he not rather unsympathetic, especially now that she appears to be the last pro-Marketeer in Britain? Is not this disturbancemanifested by her use of the word abrasiveness ? For the right honourable Lady to protest a dislike of abrasiveness is rather like Count Dracula professing a distaste for blood. (Winter of Discontent Sub-corpus, 1978-9) String: [ht_thm = "AR:39.*"] Truthfulness, veracity []* [ht_thm = "AP:03:b.*"] Disorder []* [sem = "Q2:2.*"] Speech act

32. Third person other-attack Nevertheless, I can not help expressing my free opinion on the motives which seem to have dictated this wretched Motion: It appears to be the latest outcome of that wild and frantic agitation which began with Bulgarian atrocities, and which has been continued since by the Party out of Office, in so random and reckless a manner, that the whole country has been thrown into a state of confusion by the various misrepresentations made as to the policy of the Ministry: There is hardly any sophism which they have spared; there is scarcely a single mis-statement to which they have not resorted in their endeavour to inflame the public mind: But their audacity on the present occasion exceeds all their former daring: The Mover of these Resolutions simply asks us to stultify ourselves; to undo all that we have hitherto done, because we thought it right to do (Run-up to 1880 General Election): String: [ht_thm = "AO:22:d.*"] Bad behaviour []* [ht_thm = "AP:03:b.*"] Disorder []* [sem = "Q2:2.*"] Speech act

33. Direct (second-person) FTA You cruelly punished them because you have had to remit the brutal and blackguard sentences inflicted upon these men for breach of discipline by your visiting justices: The first thing to do was to inquire why was Belfast selected as the venue for the torture of these men? The complaint arose because you selected not merely a Belfast prison but a prison from which you had practically shifted the Catholic warders and where the Governor was an English soldier (WWI Subcorpus, 1914-1919) String: [ht_thm = "AO:22:d.*"] Bad behaviour []* [ht_thm = "AS:06.*"] Accusation, charge []* [sem = "Q2:2.*"] Speech act

34. To censure that proceeding not from the manner in which the right has been exercised, but because it has been exercised at all, savours not a little of that spirit of intolerance and bigotry which has been at various times, too justly imputed to the professors of that religion whom it is sought to admit to a share of political power, hitherto deemed inconsistent with the laws and the constitution: How far, Sir, the conduct of the Roman Catholics in Ireland has contributed to produce this expression of the public opinion, to increase the jealousies and fears of every class and description of the Protestant community, I will not now enquire, because I am unwilling to enter into any discussion, or even to utter an expression, that can hurt the feelings of a large and respectable part of our fellow subjects(Anglo-American War of 1812 Subcorpus(1812-1815) String: [ht_thm = "AS:14.*"] Contempt []* [ht_thm = "AR:45:g.*"] Bias, prejudice []* [sem = "Q2:2.*"] Speech act

35. But the Prince of Conde, either through the inconsiderateness of his age, or a natural fierceness derived from his Ancestors, in his answer made shew of opposing the Kings commands, saying, He desired only that no violence might be used against his Conscience; whereat the King exceedingly displeased, reproved him bitterly, often calling him insolent, mad, stubborn Traitor, Rebel, and Son of a Rebel, and threatned to take away his life, if he did not within three days turn Catholick, and give evident signs of his repentance; so guards were placed both upon him and the King of Navarre, all their chief Servants being taken from them, and presently cut in pieces; in whose places new ones were provided by the King according to his own mind (Popish Plot Sub-corpus, 1678-81) String: [ht_thm = "AO:12:d.*"] Opposition []* [ht_thm = "AU:22.*"] Displeasure []* [sem = "Q2:2.*"] Speech act

36. GRAPH Hansard Commons Showing number of instances per million words, of strings comprising two HT themes and the semtag Q2.2, in the four Hansard Commons subcorpora. 9 8 7 6 5 4 3 2 1 0 Bad behaviour; Accusation/charge; Speech act Bad behaviour; Disorder; Speech act Disorder; truthfulness/veracity; Speech act Bias/prejudice/intolerance; Contempt; Speech act WoD WWI 1880 1812

37. GRAPH Hansard Lords Showing number of instances per million words, of strings comprising two HT themes and the semtag Q2.2, in the four Hansard Lords subcorpora. 16 14 12 10 8 6 4 2 0 Bad behaviour; Accusation, charge; Speech act Bias, prejudice, intolerance; Contempt; Speech act Displeasure; Opposition; Speech act Spitefulness, ill-will; opposition; Speech act 1812 1880 WWI WoD

38. Popish Plot (EEBO) graph: Showing number of instances per million words, of strings comprising two HT themes and the semtag Q2.2. 14 12 10 8 6 4 2 0

39. Still to do Link to what we know about facework and historical periods Link to what we know about facework and parliamentary discussions see, e.g., work of Cornelia Ilie (parliamentary forms of address), Chris Christie (gender, transgressions, apologies), Sandra Harris (Prime Minister s Question Time), etc. Interrogate the quantitative results in detail to: Assess types of facework strategies (and their frequencies) in various datasets Determine how often the utterances are heard as being impolite (cf. Harris) Determine what types of FTAs/FEAs are self-focussed and/or other-focussed Explore the use of the third-person directed FTAs/FEAs

40. References D. Archer (forthcoming). Slurs, insults, (backhanded) compliments and other strategic facework moves. Language Sciences. Archer, D. 2014. Exploring verbal aggression in English historical texts using USAS: The possibilities, the problems and potential solutions In: Taavitsainen, I., A.H. Jucker and J. Tuominen (eds.). Diachronic Corpus Pragmatics. John Benjamins, pp.277-301. Jucker, A. and I. Taavitsainen. 2000. Diachronic speech act analysis: Insults from flyting to flaming. Journal of Historical Pragmatics 1(1): 67-95. McArthur, T. 1981. Longman Lexicon of Contemporary English. Longman. Rayson, P. 2008. Wmatrix: A Web-based Corpus Processing Environment. Computing Department, Lancaster University. Online: http://ucrel.lancs.ac.uk/wmatrix/. Rissanen, M. 1989. Three problems associated with the use of diachronic corpora . ICAME Journal 13: 16-19.

41. Idealistic (X2.1/A5.1+++) [subject: conscientious objectors] [ ] what exactly does the community desire to do with these men? Does it hope with people of inflexible determination, to make good soldiers of them? That seems to be wildly idealistic: Does it desire to shoot them? If so, the simplest thing is to say so at once and shoot them out of hand, which would cause fewer of these disgraceful scenes: I understood that there was in the Military Service Act a clause which it was stated in another place provided that persons who conscientiously objected to and refused to perform any kind of military service were not liable to be shot [ ] (WWI, Hansard Lords, S5LV0020P0_01931)